Luca Benini

1835 papers A* 64A 242B 49C 116Misc 25Journal 844Unranked 478
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Lightweight High-Throughput Collective-Capable NoC for Large-Scale ML Accelerators.
CoRR
Luca Colagrande, Lorenzo Leone, Chen Wu, Tim Fischer, Raphael Roth, Luca Benini
2026 J jnl
Efficient On-Device Domain Learning for Keyword Spotting on Ultra-Low-Power Platforms.
IEEE Internet Things J.
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2026 J jnl
Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System.
Future Gener. Comput. Syst.
Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2026 J jnl
FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-low Power Microcontroller.
CoRR
Anna Tegon, Nicholas Lehmann, Yawei Li, Andrea Cossettini, Luca Benini, Thorir Mar Ingolfsson
2026 J jnl
Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs.
CoRR
Yanlong Chen, Amirhossein Habibian, Luca Benini, Yawei Li
2026 J jnl
HyperCroc: End-to-End Open-Source RISC-V MCU with a Plug-In Interface for Domain-Specific Accelerators.
CoRR
Philippe Sauter, Thomas Benz, Paul Scheffler, Luca Benini
2026 J jnl
Implementing and Optimizing an Open-Source SD-card Host Controller for RISC-V SoCs.
CoRR
Axel Vanoni, Philippe Sauter, Paul Scheffler, Anton Buchner, Micha Wehrli, Thomas Benz, Luca Benini
2026 J jnl
LEVIO: Lightweight Embedded Visual Inertial Odometry for Resource-Constrained Devices.
CoRR
Jonas Kühne, Christian Vogt, Michele Magno, Luca Benini
2026 J jnl
Late Breaking Results: Boosting Efficient Dual-Issue Execution on Lightweight RISC-V Cores.
CoRR
Luca Colagrande, Luca Benini
2026 J jnl
LuMamba: Latent Unified Mamba for Electrode Topology-Invariant and Efficient EEG Modeling.
CoRR
Danaé Broustail, Anna Tegon, Thorir Mar Ingolfsson, Yawei Li, Luca Benini
2026 J jnl
Multimodal On-Device Learning for Monocular Depth Estimation on Ultralow-Power MCUs.
IEEE Internet Things J.
Davide Nadalini, Manuele Rusci, Elia Cereda, Luca Benini, Francesco Conti, Daniele Palossi
2026 J jnl
Network Design for Wafer-Scale Systems with Wafer-on-Wafer Hybrid Bonding.
CoRR
Patrick Iff, Tommaso Bonato, Maciej Besta, Luca Benini, Torsten Hoefler
2026 J jnl
Revisiting Adaptive Rounding with Vectorized Reparameterization for LLM Quantization.
CoRR
Yuli Zhou, Qingxuan Chen, Luca Benini, Guolei Sun, Yawei Li
2026 J jnl
Richie: A Framework for Agile Design and Exploration of RISC-V-Based Accelerator-Rich Heterogeneous SoCs.
IEEE Trans. Parallel Distributed Syst.
Gianluca Bellocchi, Alessandro Capotondi, Luca Benini, Andrea Marongiu
2026 J jnl
Temporal Lockstep: Low-Cost Resilient Design for Microcontroller-Class RISC-V Processors.
IEEE Access
Riccardo Tedeschi, Alessandro Nadalini, Yvan Tortorella, Filippo Grillotti, Fabio De Ambroggi, Elio Guidetti, Luca Benini, Davide Rossi
2026 J jnl
TeraPool: A Physical Design Aware, 1024 RISC-V Cores Shared-L1-Memory Scaled-up Cluster Design with High Bandwidth Main Memory Link.
CoRR
Yichao Zhang, Marco Bertuletti, Chi Zhang, Samuel Riedel, Diyou Shen, Bowen Wang, Alessandro Vanelli-Coralli, Luca Benini
2026 J jnl
TrainDeeploy: Hardware-Accelerated Parameter-Efficient Fine-Tuning of Small Transformer Models at the Extreme Edge.
CoRR
Run Wang, Victor J. B. Jung, Philip Wiese, Francesco Conti, Alessio Burrello, Luca Benini
2026 J jnl
VMXDOTP: A RISC-V Vector ISA Extension for Efficient Microscaling (MX) Format Acceleration.
CoRR
Max Wipfli, Gamze Islamoglu, Navaneeth Kunhi Purayil, Angelo Garofalo, Luca Benini
2026 J jnl
Validation of a Software-Defined 100-Gb/s RDMA Streaming Architecture for Ultrafast Optoacoustic and Ultrasound Imaging.
CoRR
Federico Villani, Christian Vogt, Luca Specht, Jero Schmid, Xiang Liu, Andrea Cossettini, Daniel Razansky, Luca Benini
2026 J jnl
Who Checks the Checker? Enhancing Component-level Architectural SEU Fault Tolerance for End-to-End SoC Protection.
CoRR
Michael Rogenmoser, Philippe Sauter, Chen Wu, Angelo Garofalo, Luca Benini
2025 J jnl
A 410GFLOP/s, 64 RISC-V Cores, 204.8GBps Shared-Memory Cluster in 12nm FinFET with Systolic Execution Support for Efficient B5G/6G AI-Enhanced O-RAN.
CoRR
Yichao Zhang, Marco Bertuletti, Sergio Mazzola, Samuel Riedel, Luca Benini
2025 J jnl
A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio Uplinks.
IEEE Trans. Very Large Scale Integr. Syst.
Marco Bertuletti, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini
2025 B conf
A Compute&Memory Efficient Model-Driven Neural 5G Receiver for Edge AI-assisted RAN.
GLOBECOM
Mahdi Abdollahpour, Marco Bertuletti, Yichao Zhang, Yawei Li, Luca Benini, Alessandro Vanelli-Coralli
2025 J jnl
A Direct Memory Access Controller (DMAC) for Irregular Data Transfers on RISC-V Linux Systems.
CoRR
Thomas Benz, Axel Vanoni, Michael Rogenmoser, Luca Benini
2025 — conf
A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model Deployment.
ASAP
Bowen Wang, Marco Bertuletti, Yichao Zhang, Victor J. B. Jung, Luca Benini
2025 J jnl
A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-core RV Clusters for Attention-Based Model Deployment.
CoRR
Bowen Wang, Marco Bertuletti, Yichao Zhang, Victor J. B. Jung, Luca Benini
2025 J jnl
A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Andrea Belano, Yvan Tortorella, Angelo Garofalo, Luca Benini, Davide Rossi, Francesco Conti
2025 — conf
A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing.
COINS
Philip Wiese, Victor Javier Kartsch, Marco Guermandi, Luca Benini
2025 J jnl
A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing.
CoRR
Philip Wiese, Victor Javier Kartsch, Marco Guermandi, Luca Benini
2025 A conf
A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions.
CGO
Alexandre Lopoukhine, Federico Ficarelli, Christos Vasiladiotis, Anton Lydike, Josse Van Delm, Alban Dutilleul, Luca Benini, Marian Verhelst, Tobias Grosser
2025 J jnl
A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions.
CoRR
Alexandre Lopoukhine, Federico Ficarelli, Christos Vasiladiotis, Anton Lydike, Josse Van Delm, Alban Dutilleul, Luca Benini, Marian Verhelst, Tobias Grosser
2025 — conf
A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators.
AICAS
Luca Colagrande, Luca Benini
2025 J jnl
A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators.
CoRR
Luca Colagrande, Luca Benini
2025 J jnl
A Parallel Ultra-Low Power Silent Speech Interface based on a Wearable, Fully-dry EMG Neckband.
CoRR
Fiona Meier, Giusy Spacone, Sebastian Frey, Luca Benini, Andrea Cossettini
2025 J jnl
A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications.
CoRR
Angelo Garofalo, Alessandro Ottaviano, Matteo Perotti, Thomas Benz, Yvan Tortorella, Robert Balas, Michael Rogenmoser, Chi Zhang, Luca Bertaccini, Nils Wistoff, Maicol Ciani, Cyril Koenig, Mattia Sinigaglia, Luca Valente, Paul Scheffler, Manuel Eggimann, Matheus A. Cavalcante, Francesco Restuccia, Alessandro Biondi, Francesco Conti, Frank K. Gürkaynak, Davide Rossi, Luca Benini
2025 J jnl
A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications.
IEEE Trans. Circuits Syst. II Express Briefs
Angelo Garofalo, Alessandro Ottaviano, Matteo Perotti, Thomas Benz, Yvan Tortorella, Robert Balas, Michael Rogenmoser, Chi Zhang, Luca Bertaccini, Nils Wistoff, Maicol Ciani, Cyril Koenig, Mattia Sinigaglia, Luca Valente, Paul Scheffler, Manuel Eggimann, Matheus A. Cavalcante, Francesco Restuccia, Alessandro Biondi, Francesco Conti, Frank K. Gürkaynak, Davide Rossi, Luca Benini
2025 B conf
A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart Agriculture.
SAS
Tobias Mächler, Hanna Müller, Philip Wiese, Michele Magno, Victor Javier Kartsch, Luca Benini
2025 J jnl
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms.
ACM Comput. Surv.
Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke, Stefania Perri
2025 J jnl
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers.
IEEE Trans. Biomed. Circuits Syst.
Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni
2025 J jnl
A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery Interfaces.
IEEE Trans. Biomed. Circuits Syst.
Thorir Mar Ingolfsson, Victor Javier Kartsch, Luca Benini, Andrea Cossettini
2025 J jnl
AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems.
CoRR
Thomas Benz, Alessandro Ottaviano, Chaoqun Liang, Robert Balas, Angelo Garofalo, Francesco Restuccia, Alessandro Biondi, Davide Rossi, Luca Benini
2025 J jnl
AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems.
IEEE Trans. Computers
Thomas Benz, Alessandro Ottaviano, Chaoqun Liang, Robert Balas, Angelo Garofalo, Francesco Restuccia, Alessandro Biondi, Davide Rossi, Luca Benini
2025 J jnl
An Ultra-Low Power Wearable BMI System With Continual Learning Capabilities.
IEEE Trans. Biomed. Circuits Syst.
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini
2025 J jnl
Analysis of Model Parallelism for AI Applications on a 64-core RV64 Server CPU.
Int. J. Parallel Program.
Giulio Malenza, Adriano Marques Garcia, Robert Birke, Luca Benini, Marco Aldinucci
2025 — conf
AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit Performance.
CF (Companion)
Matteo Perotti, Vincenzo Maisto, Moritz Imfeld, Nils Wistoff, Alessandro Cilardo, Luca Benini
2025 J jnl
AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit Performance.
CoRR
Matteo Perotti, Vincenzo Maisto, Moritz Imfeld, Nils Wistoff, Alessandro Cilardo, Luca Benini
2025 A conf
AraXL: A Physically Scalable, Ultra-Wide RISC-V Vector Processor Design for Fast and Efficient Computation on Long Vectors.
DATE
Navaneeth Kunhi Purayil, Matteo Perotti, Tim Fischer, Luca Benini
2025 J jnl
AraXL: A Physically Scalable, Ultra-Wide RISC-V Vector Processor Design for Fast and Efficient Computation on Long Vectors.
CoRR
Navaneeth Kunhi Purayil, Matteo Perotti, Tim Fischer, Luca Benini
2025 J jnl
ArtistIC: An Open-Source Toolchain for Top-Metal IC Art and Ultra-High-Fidelity GDSII Renders.
CoRR
Thomas Benz, Paul Scheffler, Nils Wistoff, Philippe Sauter, Beat Muheim, Luca Benini
2025 J jnl
Bandwidth-Latency-Thermal Co-Optimization of Interconnect-Dominated Many-Core 3D-IC.
IEEE Trans. Very Large Scale Integr. Syst.
Sudipta Das, Samuel Riedel, Mohamed Naeim, Moritz Brunion, Marco Bertuletti, Luca Benini, Julien Ryckaert, James Myers, Dwaipayan Biswas, Dragomir Milojevic
2025 J jnl
Basilisk: A 34 mm2 End-to-End Open-Source 64-bit Linux-Capable RISC-V SoC in 130nm BiCMOS.
CoRR
Philippe Sauter, Thomas Benz, Paul Scheffler, Martin Poviser, Frank K. Gürkaynak, Luca Benini
2025 — conf
Basilisk: A 34mm² End-to-End Open-Source 64-bit Linux-Capable RISC-V SoC in 130nm BiCMOS : Integrated Systems Laboratory (ETH Zürich).
HCS
Philippe Sauter, Thomas Benz, Paul Scheffler, Martin Poviser, Frank K. Gürkaynak, Luca Benini
2025 J jnl
BioGAP-Ultra: A Modular Edge-AI Platform for Wearable Multimodal Biosignal Acquisition and Processing.
CoRR
Sebastian Frey, Giusy Spacone, Andrea Cossettini, Marco Guermandi, Philipp Schilk, Luca Benini, Victor Javier Kartsch
2025 — conf
BodySense: An Expandable and Wearable-Sized Wireless Evaluation Platform for Human Body Communication.
I2MTC
Lukas Schulthess, Philipp Mayer, Christian Vogt, Luca Benini, Michele Magno
2025 J jnl
BodySense: An Expandable and Wearable-Sized Wireless Evaluation Platform for Human Body Communication.
CoRR
Lukas Schulthess, Philipp Mayer, Christian Vogt, Luca Benini, Michele Magno
2025 J jnl
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention.
CoRR
Alexandru Dimofte, Glenn Anta Bucagu, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Luca Benini, Yawei Li
2025 J jnl
CMOS 2.0 - Redefining the Future of Scaling.
CoRR
Moritz Brunion, Navaneeth Kunhi Purayil, Francesco Dell'Atti, Sebastian Lam, Refik Bilgic, Mehdi B. Tahoori, Luca Benini, Julien Ryckaert
2025 — conf
CVA6-VMRT: A Modular Approach Towards Time-Predictable Virtual Memory in a 64-bit Application Class RISC-V Processor.
CF
Christopher Reinwardt, Robert Balas, Alessandro Ottaviano, Angelo Garofalo, Luca Benini
2025 J jnl
CVA6-VMRT: A Modular Approach Towards Time-Predictable Virtual Memory in a 64-bit Application Class RISC-V Processor.
CoRR
Christopher Reinwardt, Robert Balas, Alessandro Ottaviano, Angelo Garofalo, Luca Benini
2025 J jnl
CVA6S+: A Superscalar RISC-V Core with High-Throughput Memory Architecture.
CoRR
Riccardo Tedeschi, Gianmarco Ottavi, Côme Allart, Nils Wistoff, Zexin Fu, Filippo Grillotti, Fabio De Ambroggi, Elio Guidetti, Jean-Baptiste Rigaud, Olivier Potin, Jean-Roch Coulon, César Fuguet, Luca Benini, Davide Rossi
2025 J jnl
CamSAM2: Segment Anything Accurately in Camouflaged Videos.
CoRR
Yuli Zhou, Guolei Sun, Yawei Li, Yuqian Fu, Luca Benini, Ender Konukoglu
2025 J jnl
Co-designing a Programmable RISC-V Accelerator for MPC-based Energy and Thermal Management of Many-Core HPC Processors.
CoRR
Alessandro Ottaviano, Andrino Meli, Paul Scheffler, Giovanni Bambini, Robert Balas, Davide Rossi, Andrea Bartolini, Luca Benini
2025 J jnl
ControlPULPlet: A Flexible Real-time Multicore RISC-V Controller for 2.5-D Systems-in-Package.
IEEE Trans. Very Large Scale Integr. Syst.
Alessandro Ottaviano, Robert Balas, Tim Fischer, Thomas Benz, Andrea Bartolini, Luca Benini
2025 J jnl
Croc: An End-to-End Open-Source Extensible RISC-V MCU Platform to Democratize Silicon.
CoRR
Philippe Sauter, Thomas Benz, Paul Scheffler, Hannah Pochert, Luisa Wüthrich, Martin Poviser, Beat Muheim, Frank K. Gürkaynak, Luca Benini
2025 J jnl
Data-Driven Power Modeling and Monitoring via Hardware Performance Counter Tracking.
CoRR
Sergio Mazzola, Gabriele Ara, Thomas Benz, Björn Forsberg, Tommaso Cucinotta, Luca Benini
2025 J jnl
Data-driven power modeling and monitoring via hardware performance counter tracking.
J. Syst. Archit.
Sergio Mazzola, Gabriele Ara, Thomas Benz, Björn Forsberg, Tommaso Cucinotta, Luca Benini
2025 J jnl
Design in Tiles: Automating GEMM Deployment on Tile-Based Many-PE Accelerators.
CoRR
Aofeng Shen, Chi Zhang, Yakup Budanaz, Alexandru Calotoiu, Torsten Hoefler, Luca Benini
2025 A conf
Distributed Inference with Minimal Off-Chip Traffic for Transformers on Low-Power MCUs.
DATE
Severin Bochem, Victor J. B. Jung, Arpan Suravi Prasad, Francesco Conti, Luca Benini
2025 A* conf
Dual-Issue Execution of Mixed Integer and Floating-Point Workloads on Energy-Efficient In-Order RISC-V Cores.
DAC
Luca Colagrande, Luca Benini
2025 J jnl
Dual-Issue Execution of Mixed Integer and Floating-Point Workloads on Energy-Efficient In-Order RISC-V Cores.
CoRR
Luca Colagrande, Luca Benini
2025 J jnl
EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges.
Proc. IEEE
Simone Benatti, Elisa Donati, Ali Moin, Marcello Zanghieri, Mattia Orlandi, Alessio Burrello, Fiorenzo Artoni, Silvestro Micera, Luca Benini, Jan M. Rabaey
2025 — conf
EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization.
IWASI
Benjamin Hodo, Tommaso Polonelli, Amirhossein Moallemi, Luca Benini, Michele Magno
2025 J jnl
EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization.
CoRR
Benjamin Hodo, Tommaso Polonelli, Amirhossein Moallemi, Luca Benini, Michele Magno
2025 J jnl
Efficient and Accurate Downfacing Visual Inertial Odometry.
CoRR
Jonas Kühne, Christian Vogt, Michele Magno, Luca Benini
2025 J jnl
Efficient and Accurate Downfacing Visual-Inertial Odometry.
IEEE Internet Things J.
Jonas Kühne, Christian Vogt, Michele Magno, Luca Benini
2025 — conf
Enabling Fast System-Level Integration and Prototyping of Accelerator-Rich Platforms.
CF (Companion)
Gianluca Bellocchi, Alessandro Capotondi, Luca Benini, Andrea Marongiu
2025 — conf
Enabling Real-Time Streaming Temporal Convolution Network Inference on Ultra-Low-Power Microcontrollers.
ISVLSI
Seyed Ahmad Mirsalari, Marco Fariselli, Léo Bijar, Francesco Paci, Luca Benini, Giuseppe Tagliavini
2025 — conf
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation.
AICAS
Luca Benfenati, Sofia Belloni, Alessio Burrello, Panagiotis Kasnesis, Xiaying Wang, Luca Benini, Massimo Poncino, Enrico Macii, Daniele Jahier Pagliari
2025 J jnl
Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models.
CoRR
Nicolas Baumann, Cheng Hu, Paviththiren Sivasothilingam, Haotong Qin, Lei Xie, Michele Magno, Luca Benini
2025 A conf
Evaluating IOMMU-Based Shared Virtual Addressing for RISC-V Embedded Heterogeneous SoCs.
DATE
Cyril Koenig, Enrico Zelioli, Luca Benini
2025 J jnl
Evaluating IOMMU-Based Shared Virtual Addressing for RISC-V Embedded Heterogeneous SoCs.
CoRR
Cyril Koenig, Enrico Zelioli, Luca Benini
2025 C conf
Exploring MRAM for On-Chip Texture Storage in Rendering Applications.
VLSI-SoC
Nicolás Villegas, Stefano Romanini, Moritz Scherer, Warren Hunt, Syed Shakib Sarwar, Barbara De Salvo, Chiao Liu, Francesco Conti, Davide Rossi, Luca Benini, Jorge Gomez
2025 J jnl
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model.
CoRR
Anna Tegon, Thorir Mar Ingolfsson, Xiaying Wang, Luca Benini, Yawei Li
2025 A* conf
Fast End-to-End Simulation and Exploration of Many-RISCV-Core Baseband Transceivers for Software-Defined Radio-Access Networks.
DAC
Marco Bertuletti, Yichao Zhang, Mahdi Abdollahpour, Samuel Riedel, Alessandro Vanelli-Coralli, Luca Benini
2025 J jnl
FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning.
CoRR
Hang Guo, Yawei Li, Taolin Zhang, Jiangshan Wang, Tao Dai, Shu-Tao Xia, Luca Benini
2025 J jnl
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation.
CoRR
Bálint Tóth, Dominik Senti, Thorir Mar Ingolfsson, Jeffrey Zweidler, Alexandre Elsig, Luca Benini, Yawei Li
2025 — conf
FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators.
ISVLSI
Chi Zhang, Luca Colagrande, Renzo Andri, Thomas Benz, Gamze Islamoglu, Alessandro Nadalini, Francesco Conti, Yawei Li, Luca Benini
2025 J jnl
FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators.
CoRR
Chi Zhang, Luca Colagrande, Renzo Andri, Thomas Benz, Gamze Islamoglu, Alessandro Nadalini, Francesco Conti, Yawei Li, Luca Benini
2025 J jnl
FlooNoC: A 645-Gb/s/link 0.15-pJ/B/hop Open-Source NoC With Wide Physical Links and End-to-End AXI4 Parallel Multistream Support.
IEEE Trans. Very Large Scale Integr. Syst.
Tim Fischer, Michael Rogenmoser, Thomas Benz, Frank K. Gürkaynak, Luca Benini
2025 J jnl
Foundation Models for Structural Health Monitoring.
IEEE Trans. Sustain. Comput.
Luca Benfenati, Daniele Jahier Pagliari, Luca Zanatta, Yhorman Alexander Bedoya Velez, Andrea Acquaviva, Massimo Poncino, Enrico Macii, Luca Benini, Alessio Burrello
2025 J jnl
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration.
CoRR
Yawei Li, Bin Ren, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Nicu Sebe, Ming-Hsuan Yang, Luca Benini
2025 J jnl
Fused-Tiled Layers: Minimizing Data Movement on RISC-V SoCs with Software-Managed Caches.
CoRR
Victor J. B. Jung, Alessio Burrello, Francesco Conti, Luca Benini
2025 J jnl
GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOG.
IEEE Trans. Biomed. Circuits Syst.
Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch Morinigo, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini
2025 — conf
HMR-NEureka: Hybrid Modular Redundancy DNN Acceleration in Heterogeneous RISC-V SoCs.
ISVLSI
Luigi Ghionda, Riccardo Tedeschi, Yvan Tortorella, Arpan Suravi Prasad, Davide Rossi, Luca Benini, Francesco Conti
2025 — conf
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking.
PRCV (16)
Ruixiang Chen, Guolei Sun, Yawei Li, Jie Qin, Luca Benini
2025 J jnl
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking.
CoRR
Ruixiang Chen, Guolei Sun, Yawei Li, Jie Qin, Luca Benini
2025 J jnl
How to Keep Pushing ML Accelerator Performance? Know Your Rooflines!
IEEE J. Solid State Circuits
Marian Verhelst, Luca Benini, Naveen Verma
2025 J jnl
How to keep pushing ML accelerator performance? Know your rooflines!
CoRR
Marian Verhelst, Luca Benini, Naveen Verma
2025 J jnl
Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches in RISC-V Multi-core Computing Clusters for Reliable Processing in Space.
ACM Trans. Cyber Phys. Syst.
Michael Rogenmoser, Yvan Tortorella, Davide Rossi, Francesco Conti, Luca Benini
2025 A conf
Improving Chip Design Enablement for Universities in Europe - A Position Paper.
DATE
Lukas Krupp, Ian O'Connor, Luca Benini, Christoph Studer, Joachim Rodrigues, Norbert Wehn
2025 J jnl
Improving Chip Design Enablement for Universities in Europe - A Position Paper.
CoRR
Lukas Krupp, Ian O'Connor, Luca Benini, Christoph Studer, Joachim Rodrigues, Norbert Wehn
2025 A* conf
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models.
ICML
Hang Guo, Yawei Li, Tao Dai, Shu-Tao Xia, Luca Benini
2025 A conf
Invited Paper: CMOS 2.0 - Redefining the Future of Scaling.
ICCAD
Moritz Brunion, Navaneeth Kunhi Purayil, Francesco Dell'Atti, Sebastian Lam, Refik Bilgic, Mehdi B. Tahoori, Luca Benini, Julien Ryckaert
2025 J jnl
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis.
CoRR
Berkay Döner, Thorir Mar Ingolfsson, Luca Benini, Yawei Li
2025 A conf
Late Breaking Results: A RISC-V ISA Extension for Chaining in Scalar Processors.
DATE
Luca Colagrande, Jayanth Jonnalagadda, Luca Benini
2025 J jnl
Late Breaking Results: A RISC-V ISA Extension for Chaining in Scalar Processors.
CoRR
Luca Colagrande, Jayanth Jonnalagadda, Luca Benini
2025 J jnl
Leveraging RISC-V for HW/SW Codesign of Flexible and Efficient TinyML SoCs.
IEEE Des. Test
Angelo Garofalo, Luca Benini
2025 — conf
Lightweight Software Kernels and Hardware Extensions for Efficient Sparse Deep Neural Networks on Microcontrollers.
MLSys
Francesco Daghero, Daniele Jahier Pagliari, Francesco Conti, Luca Benini, Massimo Poncino, Alessio Burrello
2025 J jnl
Lightweight Software Kernels and Hardware Extensions for Efficient Sparse Deep Neural Networks on Microcontrollers.
CoRR
Francesco Daghero, Daniele Jahier Pagliari, Francesco Conti, Luca Benini, Massimo Poncino, Alessio Burrello
2025 — conf
ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems.
IWASI
Soumyo Bhattacharjee, Federico Villani, Christian Vogt, Andrea Cossettini, Luca Benini
2025 J jnl
ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems.
CoRR
Soumyo Bhattacharjee, Federico Villani, Christian Vogt, Andrea Cossettini, Luca Benini
2025 J jnl
MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mohamed Amine Hamdi, Francesco Daghero, Giuseppe Maria Sarda, Josse Van Delm, Arne Symons, Luca Benini, Marian Verhelst, Daniele Jahier Pagliari, Alessio Burrello
2025 — conf
MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products.
ASAP
Gamze Islamoglu, Luca Bertaccini, Arpan Suravi Prasad, Francesco Conti, Angelo Garofalo, Luca Benini
2025 J jnl
MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products.
CoRR
Gamze Islamoglu, Luca Bertaccini, Arpan Suravi Prasad, Francesco Conti, Angelo Garofalo, Luca Benini
2025 J jnl
Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing.
CoRR
Mattia Sinigaglia, Amirhossein Kiamarzi, Marco Bertuletti, Luigi Ghionda, Mattia Orlandi, Riccardo Tedeschi, Aurora Di Giampietro, Yvan Tortorella, Luca Bertaccini, Simone Benatti, Giuseppe Tagliavini, Luca Benini, Francesco Conti, Davide Rossi
2025 J jnl
Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing.
IEEE Trans. Circuits Syst. I Regul. Pap.
Mattia Sinigaglia, Amirhossein Kiamarzi, Marco Bertuletti, Luigi Ghionda, Mattia Orlandi, Riccardo Tedeschi, Aurora Di Giampietro, Yvan Tortorella, Luca Bertaccini, Simone Benatti, Giuseppe Tagliavini, Luca Benini, Francesco Conti, Davide Rossi
2025 J jnl
MemPool Flavors: Between Versatility and Specialization in a RISC-V Manycore Cluster.
CoRR
Sergio Mazzola, Yichao Zhang, Marco Bertuletti, Diyou Shen, Luca Benini
2025 J jnl
Monte Cimone v2: Down the Road of RISC-V High-Performance Computers.
CoRR
Emanuele Venieri, Simone Manoni, Giacomo Madella, Federico Ficarelli, Daniele Gregori, Daniele Cesarini, Luca Benini, Andrea Bartolini
2025 C conf
Monte Cimone v2: HPC RISC-V Cluster Evaluation and Optimization.
ISC
Emanuele Venieri, Simone Manoni, Gabriele Ceccolini, Giacomo Madella, Federico Ficarelli, Daniele Gregori, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2025 A conf
Multi-Mode Borderguard Controllers for Efficient On-Chip Communication in Heterogeneous Digital/Analog Neural Processing Units.
DATE
Hong Pang, Carmine Cappetta, Riccardo Massa, Athanasios Vasilopoulos, Elena Ferro, Gamze Islamoglu, Angelo Garofalo, Francesco Conti, Luca Benini, Irem Boybat, Thomas Boesch
2025 A conf
Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 Project.
DATE
Cristina Silvano, Fabrizio Ferrandi, Serena Curzel, Daniele Ielmini, Stefania Perri, Fanny Spagnolo, Pasquale Corsonello, Sebastiano Fabio Schifano, Cristian Zambelli, Angelo Garofalo, Francesco Conti, Luca Benini
2025 J jnl
Multi-modal On-Device Learning for Monocular Depth Estimation on Ultra-low-power MCUs.
CoRR
Davide Nadalini, Manuele Rusci, Elia Cereda, Luca Benini, Francesco Conti, Daniele Palossi
2025 B conf
Nano VS: a Neural Perception Layer for Fully Onboard Visual Semantic Mapping on Tiny Robots.
IJCNN
Thomas Rüegg, Marco Giordano, Tommaso Polonelli, Luca Benini, Michele Magno
2025 B conf
NanoHydra: Energy-Efficient Time-Series Classification at the Edge.
IJCNN
Cristian Cioflan, José Fonseca, Xiaying Wang, Luca Benini
2025 J jnl
Occamy: A 432-Core Dual-Chiplet Dual-HBM2E 768-DP-GFLOP/s RISC-V System for 8-to-64-bit Dense and Sparse Computing in 12-nm FinFET.
IEEE J. Solid State Circuits
Paul Scheffler, Thomas Benz, Viviane Potocnik, Tim Fischer, Luca Colagrande, Nils Wistoff, Yichao Zhang, Luca Bertaccini, Gianmarco Ottavi, Manuel Eggimann, Matheus A. Cavalcante, Gianna Paulin, Frank K. Gürkaynak, Davide Rossi, Luca Benini
2025 J jnl
Occamy: A 432-Core Dual-Chiplet Dual-HBM2E 768-DP-GFLOP/s RISC-V System for 8-to-64-bit Dense and Sparse Computing in 12nm FinFET.
CoRR
Paul Scheffler, Thomas Benz, Viviane Potocnik, Tim Fischer, Luca Colagrande, Nils Wistoff, Yichao Zhang, Luca Bertaccini, Gianmarco Ottavi, Manuel Eggimann, Matheus A. Cavalcante, Gianna Paulin, Frank K. Gürkaynak, Davide Rossi, Luca Benini
2025 J jnl
On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms.
CoRR
Lars Kröger, Cristian Cioflan, Victor Javier Kartsch, Luca Benini
2025 A conf
One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression.
ECAI
Mikolaj Janusz, Tomasz Wojnar, Yawei Li, Luca Benini, Kamil Adamczewski
2025 J jnl
One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression.
CoRR
Mikolaj Janusz, Tomasz Wojnar, Yawei Li, Luca Benini, Kamil Adamczewski
2025 J jnl
Optimal Brain Restoration for Joint Quantization and Sparsification of LLMs.
CoRR
Hang Guo, Yawei Li, Luca Benini
2025 — conf
Optimizing Scalable Multi-Cluster Architectures for Next-Generation Wireless Sensing and Communication.
IWASI
Samuel Riedel, Yichao Zhang, Marco Bertuletti, Luca Benini
2025 J jnl
Optimizing Scalable Multi-Cluster Architectures for Next-Generation Wireless Sensing and Communication.
CoRR
Samuel Riedel, Yichao Zhang, Marco Bertuletti, Luca Benini
2025 J jnl
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs.
IEEE Trans. Computers
Victor Jean-Baptiste Jung, Alessio Burrello, Moritz Scherer, Francesco Conti, Luca Benini
2025 C conf
PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration.
ICCD
Arpan Suravi Prasad, Gamze Islamoglu, Luca Bertaccini, Davide Rossi, Francesco Conti, Luca Benini
2025 — conf
PACE: An Optimal Piecewise Polynomial Approximation Unit for Flexible and Efficient Transformer Non-linearity Acceleration.
ISVLSI
Arpan Suravi Prasad, Gamze Islamoglu, Luca Bertaccini, Davide Rossi, Francesco Conti, Luca Benini
2025 — conf
POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform.
CF
Javier Jesus Poveda Rodrigo, Mohamed Amine Hamdi, Cyril Koenig, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini
2025 A conf
PerfDojo: Automated ML Library Generation for Heterogeneous Architectures.
SC
Andrei Ivanov, Siyuan Shen, Gioele Gottardo, Marcin Chrapek, Afif Boudaoud, Timo Schneider, Luca Benini, Torsten Hoefler
2025 J jnl
PerfDojo: Automated ML Library Generation for Heterogeneous Architectures.
CoRR
Andrei Ivanov, Siyuan Shen, Gioele Gottardo, Marcin Chrapek, Afif Boudaoud, Timo Schneider, Luca Benini, Torsten Hoefler
2025 J jnl
PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation.
CoRR
Yanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li
2025 J jnl
PlaceIT: Placement-based Inter-Chiplet Interconnect Topologies.
CoRR
Patrick Iff, Benigna Bruggmann, Maciej Besta, Luca Benini, Torsten Hoefler
2025 J jnl
PuLsE: Accurate and Robust Ultrasound-Based Continuous Heart-Rate Monitoring on a Wrist-Worn IoT Device.
IEEE Internet Things J.
Marco Giordano, Christoph Leitner, Christian Vogt, Luca Benini, Michele Magno
2025 J jnl
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration.
CoRR
Yujie Chen, Haotong Qin, Zhang Zhang, Michelo Magno, Luca Benini, Yawei Li
2025 — conf
Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications.
CF (Companion)
Danilo Cammarata, Matteo Perotti, Marco Bertuletti, Angelo Garofalo, Pasquale Davide Schiavone, David Atienza, Luca Benini
2025 J jnl
Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications.
CoRR
Danilo Cammarata, Matteo Perotti, Marco Bertuletti, Angelo Garofalo, Pasquale Davide Schiavone, David Atienza, Luca Benini
2025 — conf
Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution.
CF
Zexin Fu, Riccardo Tedeschi, Gianmarco Ottavi, Nils Wistoff, César Fuguet, Davide Rossi, Luca Benini
2025 J jnl
Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution.
CoRR
Zexin Fu, Riccardo Tedeschi, Gianmarco Ottavi, Nils Wistoff, César Fuguet, Davide Rossi, Luca Benini
2025 — conf
RapidChiplet: A Toolchain for Rapid Design Space Exploration of Inter-Chiplet Interconnects.
CF
Patrick Iff, Benigna Bruggmann, Blaise Morel, Maciej Besta, Luca Benini, Torsten Hoefler
2025 J jnl
Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring.
CoRR
Carlos Santos, Sebastian Frey, Andrea Cossettini, Luca Benini, Victor Javier Kartsch
2025 — conf
RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication Engine.
CF (Companion)
Philip Wiese, Maurus Item, Luca Bertaccini, Yvan Tortorella, Angelo Garofalo, Luca Benini
2025 J jnl
RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication Engine.
CoRR
Philip Wiese, Maurus Item, Luca Bertaccini, Yvan Tortorella, Angelo Garofalo, Luca Benini
2025 J jnl
RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning.
CoRR
Liam Boyle, Nicolas Baumann, Paviththiren Sivasothilingam, Michele Magno, Luca Benini
2025 A* conf
Semantic and Sequential Alignment for Referring Video Object Segmentation.
CVPR
Feiyu Pan, Hao Fang, Fangkai Li, Yanyu Xu, Yawei Li, Luca Benini, Xiankai Lu
2025 A* conf
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models.
ICML
Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Qinshuo Liu, Xianglong Liu, Luca Benini, Michele Magno, Shiming Zhang, Xiaojuan Qi
2025 A conf
SoftEx: A Low Power and Flexible Softmax Accelerator with Fast Approximate Exponentiation.
DATE
Andrea Belano, Yvan Tortorella, Angelo Garofalo, Luca Benini, Davide Rossi, Francesco Conti
2025 J jnl
Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Matteo Perotti, Samuel Riedel, Matheus A. Cavalcante, Luca Benini
2025 A conf
SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions.
DATE
Simone Manoni, Paul Scheffler, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2025 J jnl
SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions.
CoRR
Simone Manoni, Paul Scheffler, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2025 — conf
Stella Nera: A Differentiable Maddness-Based Hardware Accelerator for Efficient Approximate Matrix Multiplication.
ISVLSI
Jannis Schönleber, Lukas Cavigelli, Matteo Perotti, Luca Benini, Renzo Andri
2025 — conf
Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller.
IWASI
Marco Giordano, Pietro Bonazzi, Luca Benini, Michele Magno
2025 J jnl
Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller.
CoRR
Marco Giordano, Pietro Bonazzi, Luca Benini, Michele Magno
2025 A conf
TCDM Burst Access: Breaking the Bandwidth Barrier in Shared-L1 RVV Clusters Beyond 1000 FPUs.
DATE
Diyou Shen, Yichao Zhang, Marco Bertuletti, Luca Benini
2025 J jnl
TCDM Burst Access: Breaking the Bandwidth Barrier in Shared-L1 RVV Clusters Beyond 1000 FPUs.
CoRR
Diyou Shen, Yichao Zhang, Marco Bertuletti, Luca Benini
2025 C conf
TROOP: At-the-Roofline Performance for Vector Processors on Low Operational Intensity Workloads.
ICCD
Navaneeth Kunhi Purayil, Diyou Shen, Matteo Perotti, Luca Benini
2025 J jnl
TROOP: At-the-Roofline Performance for Vector Processors on Low Operational Intensity Workloads.
CoRR
Navaneeth Kunhi Purayil, Diyou Shen, Matteo Perotti, Luca Benini
2025 J jnl
Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization.
CoRR
Luca Colagrande, Luca Benini
2025 J jnl
Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization.
IEEE Trans. Parallel Distributed Syst.
Luca Colagrande, Luca Benini
2025 C conf
TeraNOC: A Multi-Channel 32-Bit Fine-Grained, Hybrid Mesh-Crossbar Noc for Efficient Scale-Up of 1000+ Core Shared-L1-Memory Clusters.
ICCD
Yichao Zhang, Zexin Fu, Tim Fischer, Yinrong Li, Marco Bertuletti, Luca Benini
2025 J jnl
TeraNoC: A Multi-Channel 32-bit Fine-Grained, Hybrid Mesh-Crossbar NoC for Efficient Scale-up of 1000+ Core Shared-L1-Memory Clusters.
CoRR
Yichao Zhang, Zexin Fu, Tim Fischer, Yinrong Li, Marco Bertuletti, Luca Benini
2025 J jnl
TeraPool: A Physical Design Aware, 1024 RISC-V Cores Shared-L1-Memory Scaled-Up Cluster Design With High Bandwidth Main Memory Link.
IEEE Trans. Computers
Yichao Zhang, Marco Bertuletti, Chi Zhang, Samuel Riedel, Diyou Shen, Bowen Wang, Alessandro Vanelli-Coralli, Luca Benini
2025 J jnl
TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge.
CoRR
Matteo Fasulo, Giusy Spacone, Thorir Mar Ingolfsson, Yawei Li, Luca Benini, Andrea Cossettini
2025 J jnl
Toward Attention-Based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow.
IEEE Des. Test
Philip Wiese, Gamze Islamoglu, Moritz Scherer, Luka Macan, Victor Jean-Baptiste Jung, Alessio Burrello, Francesco Conti, Luca Benini
2025 J jnl
Toward Open-Source Chiplets for HPC and AI: Occamy and Beyond.
CoRR
Paul Scheffler, Thomas Benz, Tim Fischer, Lorenzo Leone, Sina Arjmandpour, Luca Benini
2025 J jnl
Towards Extreme Pruning of LLMs with Plug-and-Play Mixed Sparsity.
CoRR
Chi Xu, Gefei Zhang, Yantong Zhu, Luca Benini, Guosheng Hu, Yawei Li, Zhihong Zhang
2025 A conf
Towards Reliable Systems: A Scalable Approach to AXI4 Transaction Monitoring.
DATE
Chaoqun Liang, Thomas Benz, Alessandro Ottaviano, Angelo Garofalo, Luca Benini, Davide Rossi
2025 J jnl
Towards Reliable Systems: A Scalable Approach to AXI4 Transaction Monitoring.
CoRR
Chaoqun Liang, Thomas Benz, Alessandro Ottaviano, Angelo Garofalo, Luca Benini, Davide Rossi
2025 A conf
Towards Zero-Stall Matrix Multiplication on Energy-Efficient RISC-V Clusters for Machine Learning Acceleration.
ISLPED
Luca Colagrande, Lorenzo Leone, Maximilian Coco, Andrei Deaconeasa, Luca Benini
2025 J jnl
Towards Zero-Stall Matrix Multiplication on Energy-Efficient RISC-V Clusters for Machine Learning Acceleration.
CoRR
Luca Colagrande, Lorenzo Leone, Maximilian Coco, Andrei Deaconeasa, Luca Benini
2025 J jnl
Tracking of Wrist and Hand Kinematics With Ultra Low Power Wearable A-Mode Ultrasound.
IEEE Trans. Biomed. Circuits Syst.
Giusy Spacone, Sergei Vostrikov, Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini, Andrea Cossettini
2025 J jnl
Ultra-Lightweight Collaborative SLAM for Robot Swarms.
IEEE Access
Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2025 — conf
Unobtrusive Multimodal Driver Stress Detection from ECG and PPG Using TCNs.
MetroAutomotive
Massimo Micolitti, Pierangelo Maria Rapa, Davide Cassanelli, Luca Benini, Simone Benatti
2025 J jnl
V-Seek: Accelerating LLM Reasoning on Open-hardware Server-class RISC-V Platforms.
CoRR
Javier J. Poveda Rodrigo, Mohamed Amine Ahmdi, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini
2025 C conf
VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers.
ARITH
Run Wang, Gamze Islamoglu, Andrea Belano, Viviane Potocnik, Francesco Conti, Angelo Garofalo, Luca Benini
2025 J jnl
VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers.
CoRR
Run Wang, Gamze Islamoglu, Andrea Belano, Viviane Potocnik, Francesco Conti, Angelo Garofalo, Luca Benini
2025 J jnl
WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition.
CoRR
Yanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li
2025 J jnl
Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking.
CoRR
Giusy Spacone, Sebastian Frey, Mattia Orlandi, Pierangelo Maria Rapa, Victor Javier Kartsch, Simone Benatti, Luca Benini, Andrea Cossettini
2025 J jnl
When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptation.
Vis. Intell.
Yuli Zhou, Guolei Sun, Yawei Li, Guo-Sen Xie, Luca Benini, Ender Konukoglu
2025 C conf
Wireless Low-Latency Synchronization for Body-Worn Multi-Node Systems in Sports.
BSN
Nico Krull, Lukas Schulthess, Michele Magno, Luca Benini, Christoph Leitner
2025 J jnl
Wireless Low-Latency Synchronization for Body-Worn Multi-Node Systems in Sports.
CoRR
Nico Krull, Lukas Schulthess, Michele Magno, Luca Benini, Christoph Leitner
2025 J jnl
Work-In-Progress: Accelerating Numpy With OpenBLAS For Open-Source RISC-V Chips.
CoRR
Cyril Koenig, Enrico Zelioli, Frank K. Gürkaynak, Luca Benini
2025 J jnl
relOBI: A Reliable Low-latency Interconnect for Tightly-Coupled On-chip Communication.
CoRR
Michael Rogenmoser, Angelo Garofalo, Luca Benini
2024 A conf
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning.
DATE
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
2024 J jnl
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning.
CoRR
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
2024 C conf
3D Partitioning with Pipeline Optimization for Low-Latency Memory Access in Many-Core SoCs.
ISCAS
Sudipta Das, Samuel Riedel, Marco Bertuletti, Luca Benini, Moritz Brunion, Julien Ryckaert, James Myers, Dwaipayan Biswas, Dragomir Milojevic
2024 J jnl
A 1024 RV-Cores Shared-L1 Cluster with High Bandwidth Memory Link for Low-Latency 6G-SDR.
CoRR
Yichao Zhang, Marco Bertuletti, Chi Zhang, Samuel Riedel, Alessandro Vanelli-Coralli, Luca Benini
2024 J jnl
A Flexible Template for Edge Generative AI with High-Accuracy Accelerated Softmax & GELU.
CoRR
Andrea Belano, Yvan Tortorella, Angelo Garofalo, Luca Benini, Davide Rossi, Francesco Conti
2024 — conf
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems.
CF (Companion)
Chaoqun Liang, Alessandro Ottaviano, Thomas Benz, Mattia Sinigaglia, Luca Benini, Angelo Garofalo, Davide Rossi
2024 J jnl
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems.
CoRR
Chaoqun Liang, Alessandro Ottaviano, Thomas Benz, Mattia Sinigaglia, Luca Benini, Angelo Garofalo, Davide Rossi
2024 J jnl
A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation.
IEEE Trans. Circuits Syst. I Regul. Pap.
Luca Valente, Alessandro Nadalini, Asif Hussain Chiralil Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi
2024 J jnl
A Heterogeneous RISC-V based SoC for Secure Nano-UAV Navigation.
CoRR
Luca Valente, Alessandro Nadalini, Asif Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi
2024 J jnl
A High-Performance, Energy-Efficient Modular DMA Engine Architecture.
IEEE Trans. Computers
Thomas Benz, Michael Rogenmoser, Paul Scheffler, Samuel Riedel, Alessandro Ottaviano, Andreas Kurth, Torsten Hoefler, Luca Benini
2024 J jnl
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation.
IEEE Trans. Instrum. Meas.
Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini
2024 J jnl
A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers.
CoRR
Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni
2024 J jnl
A Passive and Asynchronous Wake-up Receiver for Acoustic Underwater Communication.
CoRR
Lukas Schulthess, Philipp Mayer, Luca Benini, Michele Magno
2024 C conf
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing.
ISCAS
Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian
2024 J jnl
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing.
CoRR
Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian
2024 A conf
AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs.
DATE
Thomas Benz, Alessandro Ottaviano, Robert Balas, Angelo Garofalo, Francesco Restuccia, Alessandro Biondi, Luca Benini
2024 J jnl
An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery.
IEEE Access
Marcello Zanghieri, Fabrizio Indirli, Antonio Latella, Giacomo Michele Puglia, Felice Tecce, Francesco Papariello, Giulio Urlini, Luca Benini, Francesco Conti
2024 J jnl
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities.
CoRR
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 J jnl
Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor.
IEEE Trans. Computers
Matteo Perotti, Matheus A. Cavalcante, Renzo Andri, Lukas Cavigelli, Luca Benini
2024 — conf
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring.
EMBC
Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
2024 J jnl
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring.
CoRR
Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
2024 J jnl
Basilisk: Achieving Competitive Performance with Open EDA Tools on an Open-Source Linux-Capable RISC-V SoC.
CoRR
Philippe Sauter, Thomas Benz, Paul Scheffler, Zerun Jiang, Beat Muheim, Frank K. Gürkaynak, Luca Benini
2024 J jnl
Basilisk: An End-to-End Open-Source Linux-Capable RISC-V SoC in 130nm CMOS.
CoRR
Paul Scheffler, Philippe Sauter, Thomas Benz, Frank K. Gürkaynak, Luca Benini
2024 J jnl
BatDeck - Ultra Low-power Ultrasonic Ego-velocity Estimation and Obstacle Avoidance on Nano-drones.
CoRR
Hanna Müller, Victor Javier Kartsch, Michele Magno, Luca Benini
2024 J jnl
BatDeck: Advancing Nano-drone Navigation with Low-power Ultrasound-based Obstacle Avoidance.
CoRR
Hanna Müller, Victor Javier Kartsch, Michele Magno, Luca Benini
2024 J jnl
Boosting keyword spotting through on-device learnable user speech characteristics.
CoRR
Cristian Cioflan, Lukas Cavigelli, Luca Benini
2024 J jnl
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment.
IEEE Trans. Biomed. Circuits Syst.
Thorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini
2024 J jnl
CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V Microcontrollers.
IEEE Trans. Very Large Scale Integr. Syst.
Robert Balas, Alessandro Ottaviano, Luca Benini
2024 J jnl
Circuits and Systems for Embodied AI: Exploring uJ Multi-Modal Perception for Nano-UAVs on the Kraken Shield.
CoRR
Viviane Potocnik, Alfio Di Mauro, Lorenzo Lamberti, Victor Javier Kartsch, Moritz Scherer, Francesco Conti, Luca Benini
2024 — conf
Combining Local and Global Perception for Autonomous Navigation on Nano-UAVs.
ERF (1)
Lorenzo Lamberti, Georg Rutishauser, Francesco Conti, Luca Benini
2024 J jnl
Combining Local and Global Perception for Autonomous Navigation on Nano-UAVs.
CoRR
Lorenzo Lamberti, Georg Rutishauser, Francesco Conti, Luca Benini
2024 — conf
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks.
ISVLSI
Alberto Dequino, Alessio Carpegna, Davide Nadalini, Alessandro Savino, Luca Benini, Stefano Di Carlo, Francesco Conti
2024 J jnl
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks.
CoRR
Alberto Dequino, Alessio Carpegna, Davide Nadalini, Alessandro Savino, Luca Benini, Stefano Di Carlo, Francesco Conti
2024 J jnl
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation.
Int. J. Parallel Program.
Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini
2024 J jnl
ControlPULPlet: A Flexible Real-time Multi-core RISC-V Controller for 2.5D Systems-in-package.
CoRR
Alessandro Ottaviano, Robert Balas, Tim Fischer, Thomas Benz, Andrea Bartolini, Luca Benini
2024 J jnl
Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor.
CoRR
Riccardo Tedeschi, Luca Valente, Gianmarco Ottavi, Enrico Zelioli, Nils Wistoff, Massimiliano Giacometti, Abdul Basit Sajjad, Luca Benini, Davide Rossi
2024 J jnl
Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor.
WiPiEC Journal
Riccardo Tedeschi, Luca Valente, Gianmarco Ottavi, Enrico Zelioli, Nils Wistoff, Massimiliano Giacometti, Abdul Basit Sajjad, Luca Benini, Davide Rossi
2024 J jnl
Data-Driven Power Modeling and Monitoring via Hardware Performance Counters Tracking.
CoRR
Sergio Mazzola, Gabriele Ara, Thomas Benz, Björn Forsberg, Tommaso Cucinotta, Luca Benini
2024 J jnl
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models On Heterogeneous Microcontrollers.
CoRR
Moritz Scherer, Luka Macan, Victor J. B. Jung, Philip Wiese, Luca Bompani, Alessio Burrello, Francesco Conti, Luca Benini
2024 J jnl
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Moritz Scherer, Luka Macan, Victor J. B. Jung, Philip Wiese, Luca Bompani, Alessio Burrello, Francesco Conti, Luca Benini
2024 J jnl
Design and Experimental Investigation of Trikarenos: A Fault-Tolerant 28nm RISC-V-based SoC.
CoRR
Michael Rogenmoser, Philip Wiese, Bruno E. Forlin, Frank K. Gürkaynak, Paolo Rech, Alessandra Menicucci, Marco Ottavi, Luca Benini
2024 J jnl
Distilling Tiny and Ultra-fast Deep Neural Networks for Autonomous Navigation on Nano-UAVs.
CoRR
Lorenzo Lamberti, Lorenzo Bellone, Luka Macan, Enrico Natalizio, Francesco Conti, Daniele Palossi, Luca Benini
2024 J jnl
Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs.
IEEE Internet Things J.
Lorenzo Lamberti, Lorenzo Bellone, Luka Macan, Enrico Natalizio, Francesco Conti, Daniele Palossi, Luca Benini
2024 J jnl
Distributed Inference with Minimal Off-Chip Traffic for Transformers on Low-Power MCUs.
CoRR
Severin Bochem, Victor J. B. Jung, Arpan Suravi Prasad, Francesco Conti, Luca Benini
2024 — conf
Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs.
AICAS
Pierangelo Maria Rapa, Mattia Orlandi, Andrea Amidei, Alessio Burrello, Roberto Rabbeni, Paolo Pavan, Luca Benini, Simone Benatti
2024 — conf
Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing.
BioCAS
Pierangelo Maria Rapa, Mattia Orlandi, Marcello Zanghieri, Luca Benini, Simone Benatti
2024 J jnl
Enabling Efficient Hybrid Systolic Computation in Shared L1-Memory Manycore Clusters.
CoRR
Sergio Mazzola, Samuel Riedel, Luca Benini
2024 J jnl
Enabling Efficient Hybrid Systolic Computation in Shared-L1-Memory Manycore Clusters.
IEEE Trans. Very Large Scale Integr. Syst.
Sergio Mazzola, Samuel Riedel, Luca Benini
2024 J jnl
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation.
CoRR
Luca Benfenati, Sofia Belloni, Alessio Burrello, Panagiotis Kasnesis, Xiaying Wang, Luca Benini, Massimo Poncino, Enrico Macii, Daniele Jahier Pagliari
2024 J jnl
Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices.
IEEE Trans. Emerg. Top. Comput.
Alessio Burrello, Matteo Risso, Beatrice Alessandra Motetti, Enrico Macii, Luca Benini, Daniele Jahier Pagliari
2024 — conf
Exploring the Utility of Graph Methods in HPC Thermal Modeling.
ICPE (Companion)
Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini
2024 C conf
Extending RISC-V for Efficient Overflow Recovery in Mixed-Precision Computations.
ICCD
Luca Bertaccini, Siyuan Shen, Torsten Hoefler, Luca Benini
2024 J jnl
Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems.
IEEE Access
Julian Moosmann, Hanna Müller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno
2024 J jnl
FlooNoC: A 645 Gbps/link 0.15 pJ/B/hop Open-Source NoC with Wide Physical Links and End-to-End AXI4 Parallel Multi-Stream Support.
CoRR
Tim Fischer, Michael Rogenmoser, Thomas Benz, Frank K. Gürkaynak, Luca Benini
2024 J jnl
Foundation Models for Structural Health Monitoring.
CoRR
Luca Benfenati, Daniele Jahier Pagliari, Luca Zanatta, Yhorman Alexander Bedoya Velez, Andrea Acquaviva, Massimo Poncino, Enrico Macii, Luca Benini, Alessio Burrello
2024 A* conf
Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans.
ICRA
Nicky Zimmerman, Hanna Müller, Michele Magno, Luca Benini
2024 J jnl
Fully Onboard SLAM for Distributed Mapping With a Swarm of Nano-Drones.
IEEE Internet Things J.
Carl Friess, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2024 — conf
GAP9Shield: A 150GOPS AI-Capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones.
ERF (1)
Hanna Müller, Victor Javier Kartsch, Luca Benini
2024 J jnl
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones.
CoRR
Hanna Müller, Victor Javier Kartsch, Luca Benini
2024 J jnl
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG.
CoRR
Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini
2024 J jnl
H-Watch: An Open, Connected Platform for AI-Enhanced COVID19 Infection Symptoms Monitoring and Contact Tracing.
CoRR
Tommaso Polonelli, Lukas Schulthess, Philipp Mayer, Michele Magno, Luca Benini
2024 J jnl
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms.
CoRR
Josse Van Delm, Maarten Vandersteegen, Alessio Burrello, Giuseppe Maria Sarda, Francesco Conti, Daniele Jahier Pagliari, Luca Benini, Marian Verhelst
2024 J jnl
HazardNet: A thermal hazard prediction framework for datacenters.
Future Gener. Comput. Syst.
Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2024 C conf
HeroSDK: Streamlining Heterogeneous RISC-V Accelerated Computing from Embedded to High-Performance Systems.
ICCD
Cyril Koenig, Björn Forsberg, Luca Benini
2024 J jnl
Hier-3D: A Methodology for Physical Hierarchy Exploration of 3-D ICs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Nesara Eranna Bethur, Anthony Agnesina, Moritz Brunion, Alberto García Ortiz, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Matheus A. Cavalcante, Samuel Riedel, Luca Benini, Sung Kyu Lim
2024 J jnl
Hierarchical Information Flow for Generalized Efficient Image Restoration.
CoRR
Yawei Li, Bin Ren, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Nicu Sebe, Ming-Hsuan Yang, Luca Benini
2024 J jnl
Insights from Basilisk: Are Open-Source EDA Tools Ready for a Multi-Million-Gate, Linux-Booting RV64 SoC Design?
CoRR
Philippe Sauter, Thomas Benz, Paul Scheffler, Frank K. Gürkaynak, Luca Benini
2024 J jnl
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models.
CoRR
Hang Guo, Yawei Li, Tao Dai, Shu-Tao Xia, Luca Benini
2024 A conf
LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems Through Polling-Free and Retry-Free Operation.
DATE
Samuel Riedel, Marc Gantenbein, Alessandro Ottaviano, Torsten Hoefler, Luca Benini
2024 J jnl
LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems through Polling-Free and Retry-Free Operation.
CoRR
Samuel Riedel, Marc Gantenbein, Alessandro Ottaviano, Torsten Hoefler, Luca Benini
2024 — conf
Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression.
EMBC
Farah Baracat, Marcello Zanghieri, Luca Benini, Dario Farina, Giacomo Indiveri, Simone Benatti, Elisa Donati
2024 J jnl
Low Latency Visual Inertial Odometry with On-Sensor Accelerated Optical Flow for Resource-Constrained UAVs.
CoRR
Jonas Kühne, Michele Magno, Luca Benini
2024 J jnl
MATCH: Model-Aware TVM-based Compilation for Heterogeneous Edge Devices.
CoRR
Mohamed Amine Hamdi, Francesco Daghero, Giuseppe Maria Sarda, Josse Van Delm, Arne Symons, Luca Benini, Marian Verhelst, Daniele Jahier Pagliari, Alessio Burrello
2024 A conf
MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication.
DATE
Matteo Perotti, Yichao Zhang, Matheus A. Cavalcante, Enis Mustafa, Luca Benini
2024 J jnl
MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication.
CoRR
Matteo Perotti, Yichao Zhang, Matheus A. Cavalcante, Enis Mustafa, Luca Benini
2024 J jnl
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2-8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing.
IEEE J. Solid State Circuits
Francesco Conti, Gianna Paulin, Angelo Garofalo, Davide Rossi, Alfio Di Mauro, Georg Rutishauser, Gianmarco Ottavi, Manuel Eggimann, Hayate Okuhara, Luca Benini
2024 J jnl
MiniFloats on RISC-V Cores: ISA Extensions With Mixed-Precision Short Dot Products.
IEEE Trans. Emerg. Top. Comput.
Luca Bertaccini, Gianna Paulin, Matheus A. Cavalcante, Tim Fischer, Stefan Mach, Luca Benini
2024 J jnl
Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms.
CoRR
Giovanni Bambini, Alessandro Ottaviano, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini
2024 — conf
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems.
CVPR Workshops
Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini
2024 J jnl
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems.
CoRR
Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini
2024 — conf
NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores.
CF (Companion)
Simone Manoni, Paul Scheffler, Alfio Di Mauro, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2024 J jnl
NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots.
IEEE Internet Things J.
Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2024 A conf
Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV.
DATE
Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini
2024 — conf
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs.
USENIX ATC
Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler
2024 — conf
Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-Based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET.
VLSI Technology and Circuits
Gianna Paulin, Paul Scheffler, Thomas Benz, Matheus A. Cavalcante, Tim Fischer, Manuel Eggimann, Yichao Zhang, Nils Wistoff, Luca Bertaccini, Luca Colagrande, Gianmarco Ottavi, Frank K. Gürkaynak, Davide Rossi, Luca Benini
2024 J jnl
Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET.
CoRR
Gianna Paulin, Paul Scheffler, Thomas Benz, Matheus A. Cavalcante, Tim Fischer, Manuel Eggimann, Yichao Zhang, Nils Wistoff, Luca Bertaccini, Luca Colagrande, Gianmarco Ottavi, Frank K. Gürkaynak, Davide Rossi, Luca Benini
2024 — conf
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems.
AICAS
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2024 J jnl
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems.
CoRR
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2024 J jnl
Open-Source Heterogeneous SoCs for AI: The PULP Platform Experience.
CoRR
Francesco Conti, Angelo Garofalo, Davide Rossi, Giuseppe Tagliavini, Luca Benini
2024 — conf
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables.
BioCAS
Alessio Burrello, Francesco Carlucci, Giovanni Pollo, Xiaying Wang, Massimo Poncino, Enrico Macii, Luca Benini, Daniele Jahier Pagliari
2024 J jnl
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables.
CoRR
Alessio Burrello, Francesco Carlucci, Giovanni Pollo, Xiaying Wang, Massimo Poncino, Enrico Macii, Luca Benini, Daniele Jahier Pagliari
2024 J jnl
Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V Platform.
IEEE Trans. Circuits Syst. Artif. Intell.
Viviane Potocnik, Luca Colagrande, Tim Fischer, Luca Bertaccini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
2024 J jnl
Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform.
CoRR
Viviane Potocnik, Luca Colagrande, Tim Fischer, Luca Bertaccini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
2024 A conf
Optimizing Offload Performance in Heterogeneous MPSoCs.
DATE
Luca Colagrande, Luca Benini
2024 J jnl
Optimizing Offload Performance in Heterogeneous MPSoCs.
CoRR
Luca Colagrande, Luca Benini
2024 J jnl
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs.
CoRR
Victor J. B. Jung, Alessio Burrello, Moritz Scherer, Francesco Conti, Luca Benini
2024 A conf
PELS: A Lightweight and Flexible Peripheral Event Linking System for Ultra-Low Power IoT Processors.
DATE
Alessandro Ottaviano, Robert Balas, Philippe Sauter, Manuel Eggimann, Luca Benini
2024 J jnl
PEtra: A Flexible and Open-Source PE Loop Tracer for Polymer Thin-Film Transducers.
CoRR
Marc-Andre Wessner, Federico Villani, Sofia Papa, Kirill Keller, Laura Ferrari, Francesco Greco, Luca Benini, Christoph Leitner
2024 J jnl
Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor.
IEEE Trans. Biomed. Circuits Syst.
Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti
2024 J jnl
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs.
IEEE Trans. Biomed. Circuits Syst.
Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini
2024 A* conf
SARIS: Accelerating Stencil Computations on Energy-Efficient RISC-V Compute Clusters with Indirect Stream Registers.
DAC
Paul Scheffler, Luca Colagrande, Luca Benini
2024 J jnl
SARIS: Accelerating Stencil Computations on Energy-Efficient RISC-V Compute Clusters with Indirect Stream Registers.
CoRR
Paul Scheffler, Luca Colagrande, Luca Benini
2024 J jnl
Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization.
IEEE Internet Things J.
Philipp Mayer, Michele Magno, Luca Benini
2024 J jnl
SentryCore: A RISC-V Co-Processor System for Safe, Real-Time Control Applications.
CoRR
Michael Rogenmoser, Alessandro Ottaviano, Thomas Benz, Robert Balas, Matteo Perotti, Angelo Garofalo, Luca Benini
2024 J jnl
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine.
IEEE J. Solid State Circuits
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
2024 J jnl
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models.
CoRR
Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Xianglong Liu, Luca Benini, Michele Magno, Xiaojuan Qi
2024 — conf
Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads.
ASAP
Matteo Perotti, Michele Raeber, Mattia Sinigaglia, Matheus A. Cavalcante, Davide Rossi, Luca Benini
2024 J jnl
Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads.
CoRR
Matteo Perotti, Michele Raeber, Mattia Sinigaglia, Matheus A. Cavalcante, Davide Rossi, Luca Benini
2024 J jnl
Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs.
IEEE Internet Things J.
Konstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Cristian Cioflan, Michele Magno, Luca Benini
2024 — conf
Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units.
CVPR Workshops
Francesco Paissan, Davide Nadalini, Manuele Rusci, Alberto Ancilotto, Francesco Conti, Luca Benini, Elisabetta Farella
2024 J jnl
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms.
CoRR
Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin
2024 J jnl
TOP: Towards Open & Predictable Heterogeneous SoCs.
CoRR
Luca Valente, Francesco Restuccia, Davide Rossi, Ryan Kastner, Luca Benini
2024 J jnl
TOP: Towards Open & Predictable Heterogeneous SoCs.
IEEE Trans. Computers
Luca Valente, Francesco Restuccia, Davide Rossi, Ryan Kastner, Luca Benini
2024 — conf
TeraPool-SDR: An 1.89TOPS 1024 RV-Cores 4MiB Shared-L1 Cluster for Next-Generation Open-Source Software-Defined Radios.
ACM Great Lakes Symposium on VLSI
Yichao Zhang, Marco Bertuletti, Samuel Riedel, Matheus A. Cavalcante, Alessandro Vanelli-Coralli, Luca Benini
2024 J jnl
TeraPool-SDR: An 1.89TOPS 1024 RV-Cores 4MiB Shared-L1 Cluster for Next-Generation Open-Source Software-Defined Radios.
CoRR
Yichao Zhang, Marco Bertuletti, Samuel Riedel, Matheus A. Cavalcante, Alessandro Vanelli-Coralli, Luca Benini
2024 J jnl
Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones.
CoRR
Lorenzo Lamberti, Vlad Niculescu, Michal Barcis, Lorenzo Bellone, Enrico Natalizio, Luca Benini, Daniele Palossi
2024 J jnl
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow.
CoRR
Philip Wiese, Gamze Islamoglu, Moritz Scherer, Luka Macan, Victor J. B. Jung, Alessio Burrello, Francesco Conti, Luca Benini
2024 — conf
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
BioCAS
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 J jnl
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
CoRR
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 — conf
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO.
ECCV Workshops (23)
Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno
2024 J jnl
Ultra-Lightweight Collaborative Mapping for Robot Swarms.
CoRR
Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2024 — conf
VowelNet: Enhancing Communication with Wearable EEG-Based Vowel Imagery.
BioCAS
Thorir Mar Ingolfsson, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 — conf
Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network.
BioCAS
Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Étienne Buteau, Félix Chamberland, Benoit Gosselin, Luca Benini, Simone Benatti
2024 — conf
Wearable, Real-time Drowsiness Detection based on EEG-PPG Sensor Fusion at the Edge.
BioCAS
Sebastian Frey, Pierangelo Maria Rapa, Andrea Amidei, Simone Benatti, Marco Guermandi, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2024 J jnl
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation.
CoRR
Yuli Zhou, Guolei Sun, Yawei Li, Luca Benini, Ender Konukoglu
2024 A conf
Work in Progress: Linear Transformers for TinyML.
DATE
Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini
2024 A conf
Zero-Shot Classification Using Hyperdimensional Computing.
DATE
Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
2024 J jnl
Zero-shot Classification using Hyperdimensional Computing.
CoRR
Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
2024 — conf
fence.t.s: Closing Timing Channels in High-Performance Out-of-Order Cores Through ISA-Supported Temporal Partitioning.
ApplePies
Nils Wistoff, Gernot Heiser, Luca Benini
2024 J jnl
fence.t.s: Closing Timing Channels in High-Performance Out-of-Order Cores through ISA-Supported Temporal Partitioning.
CoRR
Nils Wistoff, Gernot Heiser, Luca Benini
2024 J jnl
sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller.
IEEE Trans. Biomed. Circuits Syst.
Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Elisa Donati, Luca Benini, Simone Benatti
2024 C conf
vCLIC: Towards Fast Interrupt Handling in Virtualized RISC-V Mixed-Criticality Systems.
ICCD
Enrico Zelioli, Alessandro Ottaviano, Robert Balas, Nils Wistoff, Angelo Garofalo, Luca Benini
2024 J jnl
vCLIC: Towards Fast Interrupt Handling in Virtualized RISC-V Mixed-criticality Systems.
CoRR
Enrico Zelioli, Alessandro Ottaviano, Robert Balas, Nils Wistoff, Angelo Garofalo, Luca Benini
2024 — conf
xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems.
ASAP
Georg Rutishauser, Joan Mihali, Moritz Scherer, Luca Benini
2024 J jnl
xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems.
CoRR
Georg Rutishauser, Joan Mihali, Moritz Scherer, Luca Benini
2023 J jnl
7 μJ/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networks.
Future Gener. Comput. Syst.
Georg Rutishauser, Moritz Scherer, Tim Fischer, Luca Benini
2023 — conf
A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b Precision-Scalable DNN Acceleration and 30%-Boost Adaptive Body Biasing.
ISSCC
Francesco Conti, Davide Rossi, Gianna Paulin, Angelo Garofalo, Alfio Di Mauro, Georg Rutishauser, Gianmarco Ottavi, Manuel Eggimann, Hayate Okuhara, Vincent Huard, Olivier Montfort, Lionel Jure, Nils Exibard, Pascal Gouedo, Mathieu Louvat, Emmanuel Botte, Luca Benini
2023 — conf
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks.
ISVLSI
Alessandro Nadalini, Georg Rutishauser, Alessio Burrello, Nazareno Bruschi, Angelo Garofalo, Luca Benini, Francesco Conti, Davide Rossi
2023 J jnl
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks.
CoRR
Alessandro Nadalini, Georg Rutishauser, Alessio Burrello, Nazareno Bruschi, Angelo Garofalo, Luca Benini, Francesco Conti, Davide Rossi
2023 J jnl
A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms.
CoRR
Sergio Mazzola, Thomas Benz, Björn Forsberg, Luca Benini
2023 — conf
A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications.
IWASI
Jonas Kühne, Michele Magno, Luca Benini
2023 J jnl
A High-performance, Energy-efficient Modular DMA Engine Architecture.
CoRR
Thomas Benz, Michael Rogenmoser, Paul Scheffler, Samuel Riedel, Alessandro Ottaviano, Andreas Kurth, Torsten Hoefler, Luca Benini
2023 A conf
A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation.
IROS
Dominik Schindler, Vlad Niculescu, Tommaso Polonelli, Daniele Palossi, Luca Benini, Michele Magno
2023 J jnl
A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines.
IEEE Access
Tommaso Polonelli, Amirhossein Moallemi, Weikang Kong, Hanna Müller, Julien Deparday, Michele Magno, Luca Benini
2023 J jnl
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms.
CoRR
Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Stefania Perri, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke
2023 J jnl
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures.
CoRR
Fabrizio Ferrandi, Serena Curzel, Leandro Fiorin, Daniele Ielmini, Cristina Silvano, Francesco Conti, Alessio Burrello, Francesco Barchi, Luca Benini, Luciano Lavagno, Teodoro Urso, Enrico Calore, Sebastiano Fabio Schifano, Cristian Zambelli, Maurizio Palesi, Giuseppe Ascia, Enrico Russo, Nicola Petra, Davide De Caro, Gennaro Di Meo, Valeria Cardellini, Salvatore Filippone, Francesco Lo Presti, Francesco Silvestri, Paolo Palazzari, Stefania Perri
2023 J jnl
A Wearable Ultra-Low-Power sEMG-Triggered Ultrasound System for Long-Term Muscle Activity Monitoring.
CoRR
Sebastian Frey, Victor Javier Kartsch, Christoph Leitner, Andrea Cossettini, Sergei Vostrikov, Simone Benatti, Luca Benini
2023 J jnl
A neuro-vector-symbolic architecture for solving Raven's progressive matrices.
Nat. Mac. Intell.
Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi
2023 A conf
AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads.
DATE
Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini
2023 J jnl
AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs.
CoRR
Thomas Benz, Alessandro Ottaviano, Robert Balas, Angelo Garofalo, Francesco Restuccia, Alessandro Biondi, Luca Benini
2023 — conf
An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor.
BioCAS
Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti
2023 A conf
An Ultra-Low-Power Serial Implementation for Sigmoid and Tanh Using CORDIC Algorithm.
DATE
Yaoxing Chang, Petar Jokic, Stéphane Emery, Luca Benini
2023 J jnl
Ara2: Exploring Single- and Multi-Core Vector Processing with an Efficient RVV1.0 Compliant Open-Source Processor.
CoRR
Matteo Perotti, Matheus A. Cavalcante, Renzo Andri, Lukas Cavigelli, Luca Benini
2023 A* conf
AutoCC: Automatic Discovery of Covert Channels in Time-Shared Hardware.
MICRO
Marcelo Orenes-Vera, Hyunsung Yun, Nils Wistoff, Gernot Heiser, Luca Benini, David Wentzlaff, Margaret Martonosi
2023 A conf
Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones.
DATE
Lorenzo Lamberti, Luca Bompani, Victor Javier Kartsch, Manuele Rusci, Daniele Palossi, Luca Benini
2023 J jnl
Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones.
CoRR
Lorenzo Lamberti, Luca Bompani, Victor Javier Kartsch, Manuele Rusci, Daniele Palossi, Luca Benini
2023 — conf
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing.
COINS
Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023 J jnl
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing.
CoRR
Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023 J jnl
CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V Microcontrollers.
CoRR
Robert Balas, Alessandro Ottaviano, Luca Benini
2023 J jnl
CVA6 RISC-V Virtualization: Architecture, Microarchitecture, and Design Space Exploration.
CoRR
Bruno Sá, Luca Valente, José Martins, Davide Rossi, Luca Benini, Sandro Pinto
2023 J jnl
CVA6 RISC-V Virtualization: Architecture, Microarchitecture, and Design Space Exploration.
IEEE Trans. Very Large Scale Integr. Syst.
Bruno Sá, Luca Valente, José Martins, Davide Rossi, Luca Benini, Sandro Pinto
2023 J jnl
Cheshire: A Lightweight, Linux-Capable RISC-V Host Platform for Domain-Specific Accelerator Plug-In.
CoRR
Alessandro Ottaviano, Thomas Benz, Paul Scheffler, Luca Benini
2023 J jnl
Cheshire: A Lightweight, Linux-Capable RISC-V Host Platform for Domain-Specific Accelerator Plug-In.
IEEE Trans. Circuits Syst. II Express Briefs
Alessandro Ottaviano, Thomas Benz, Paul Scheffler, Luca Benini
2023 C conf
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications.
ISCAS
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
2023 J jnl
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications.
CoRR
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
2023 — conf
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras.
IWASI
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
2023 J jnl
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras.
CoRR
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
2023 J jnl
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation.
CoRR
Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini
2023 J jnl
DARKSIDE: A Heterogeneous RISC-V Compute Cluster for Extreme-Edge On-Chip DNN Inference and Training.
CoRR
Angelo Garofalo, Yvan Tortorella, Matteo Perotti, Luca Valente, Alessandro Nadalini, Luca Benini, Davide Rossi, Francesco Conti
2023 J jnl
DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors.
ACM Trans. Embed. Comput. Syst.
Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini
2023 A* conf
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs.
ICRA
Elia Cereda, Luca Crupi, Matteo Risso, Alessio Burrello, Luca Benini, Alessandro Giusti, Daniele Jahier Pagliari, Daniele Palossi
2023 J jnl
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs.
CoRR
Elia Cereda, Luca Crupi, Matteo Risso, Alessio Burrello, Luca Benini, Alessandro Giusti, Daniele Jahier Pagliari, Daniele Palossi
2023 — conf
Design and Evaluation of a LoRa Controlled Rugged Multisensor Unit for Induced Rockfall Experiments.
IWASI
Philipp Mayer, Rabea Rogge, Andrin Caviezel, Jessica Munch, Adrian Ringenbach, Michele Magno, Luca Benini
2023 J jnl
Design of an energy aware petaflops class high performance cluster based on power architecture.
CoRR
W. A. Ahmad, Andrea Bartolini, Francesco Beneventi, Luca Benini, Andrea Borghesi, Marco Cicala, Privato Forestieri, Cosimo Gianfreda, Daniele Gregori, Antonio Libri, Filippo Spiga, Simone Tinti
2023 J jnl
Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator.
Neurocomputing
Luca Zanatta, Alfio Di Mauro, Francesco Barchi, Andrea Bartolini, Luca Benini, Andrea Acquaviva
2023 J jnl
Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster With 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode.
IEEE Trans. Circuits Syst. I Regul. Pap.
Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Alfio Di Mauro, Luca Benini, Davide Rossi
2023 C conf
ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I
ISCAS
Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi
2023 J jnl
Echoes: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays.
CoRR
Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi
2023 A conf
Efficient Parallelization of 5G-PUSCH on a Scalable RISC-V Many-Core Processor.
DATE
Marco Bertuletti, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini
2023 — conf
Embedded neuromorphic attention model leveraging a novel low-power heterogeneous platform.
AICAS
Amélie Gruel, Alfio Di Mauro, Robin Hunziker, Luca Benini, Jean Martinet, Michele Magno
2023 A conf
End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture.
DATE
Nazareno Bruschi, Giuseppe Tagliavini, Angelo Garofalo, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi
2023 J jnl
Energy-Efficient, Precise UWB-Based 3-D Localization of Sensor Nodes With a Nano-UAV.
IEEE Internet Things J.
Vlad Niculescu, Daniele Palossi, Michele Magno, Luca Benini
2023 A conf
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation.
DATE
Alessio Burrello, Matteo Risso, Noemi Tomasello, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2023 J jnl
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation.
CoRR
Alessio Burrello, Matteo Risso, Noemi Tomasello, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2023 J jnl
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices.
CoRR
Alessio Burrello, Matteo Risso, Beatrice Alessandra Motetti, Enrico Macii, Luca Benini, Daniele Jahier Pagliari
2023 — conf
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology.
BioCAS
Xiaying Wang, Lan Mei, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023 J jnl
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology.
CoRR
Xiaying Wang, Lan Mei, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023 — conf
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems.
BioCAS
Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2023 J jnl
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems.
CoRR
Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2023 — conf
Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG.
IWASI
Marcello Zanghieri, Simone Benatti, Luca Benini, Elisa Donati
2023 J jnl
Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning.
CoRR
Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci
2023 — conf
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning.
CF
Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci
2023 J jnl
Factorizers for Distributed Sparse Block Codes.
CoRR
Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2023 — conf
Fast Shared-Memory Barrier Synchronization for a 1024-Cores RISC-V Many-Core Cluster.
SAMOS
Marco Bertuletti, Samuel Riedel, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini
2023 J jnl
Fast Shared-Memory Barrier Synchronization for a 1024-Cores RISC-V Many-Core Cluster.
CoRR
Marco Bertuletti, Samuel Riedel, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini
2023 J jnl
Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems.
CoRR
Julian Moosmann, Hanna Müller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno
2023 J jnl
FlooNoC: A Multi-Tb/s Wide NoC for Heterogeneous AXI4 Traffic.
IEEE Des. Test
Tim Fischer, Michael Rogenmoser, Matheus A. Cavalcante, Frank K. Gürkaynak, Luca Benini
2023 J jnl
FlooNoC: A Multi-Tbps Wide NoC for Heterogeneous AXI4 Traffic.
CoRR
Tim Fischer, Michael Rogenmoser, Matheus A. Cavalcante, Frank K. Gürkaynak, Luca Benini
2023 — conf
Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge.
AICAS
Georg Rutishauser, Francesco Conti, Luca Benini
2023 J jnl
Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge.
CoRR
Georg Rutishauser, Francesco Conti, Luca Benini
2023 — conf
From Nano-Drones to Cars - A RISC-V Open Platform for next-generation Vehicles.
IWASI
Luca Benini
2023 A conf
Fully On-board Low-Power Localization with Multizone Time-of-Flight Sensors on Nano-UAVs.
DATE
Hanna Müller, Nicky Zimmerman, Tommaso Polonelli, Michele Magno, Jens Behley, Cyrill Stachniss, Luca Benini
2023 J jnl
Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans.
CoRR
Nicky Zimmerman, Hanna Müller, Michele Magno, Luca Benini
2023 J jnl
Fully Onboard SLAM for Distributed Mapping with a Swarm of Nano-Drones.
CoRR
Carl Friess, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2023 A* conf
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms.
DAC
Josse Van Delm, Maarten Vandersteegen, Alessio Burrello, Giuseppe Maria Sarda, Francesco Conti, Daniele Jahier Pagliari, Luca Benini, Marian Verhelst
2023 A conf
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC.
DATE
Luca Valente, Yvan Tortorella, Mattia Sinigaglia, Giuseppe Tagliavini, Alessandro Capotondi, Luca Benini, Davide Rossi
2023 A* conf
HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement.
DAC
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2023 J jnl
Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches in RISC-V Multi-Core Computing Clusters for Reliable Processing in Space.
CoRR
Michael Rogenmoser, Yvan Tortorella, Davide Rossi, Francesco Conti, Luca Benini
2023 A conf
ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers.
ISLPED
Gamze Islamoglu, Moritz Scherer, Gianna Paulin, Tim Fischer, Victor J. B. Jung, Angelo Garofalo, Luca Benini
2023 J jnl
ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers.
CoRR
Gamze Islamoglu, Moritz Scherer, Gianna Paulin, Tim Fischer, Victor J. B. Jung, Angelo Garofalo, Luca Benini
2023 B conf
Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining.
SAS
Carl Brander, Cristian Cioflan, Vlad Niculescu, Hanna Müller, Tommaso Polonelli, Michele Magno, Luca Benini
2023 — conf
Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization.
DCOSS-IoT
Mahyar Pourjabar, Ahmed AlKatheeri, Manuele Rusci, Agata Barcis, Vlad Niculescu, Eliseo Ferrante, Daniele Palossi, Luca Benini
2023 J jnl
Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization.
CoRR
Mahyar Pourjabar, Ahmed AlKatheeri, Manuele Rusci, Agata Barcis, Vlad Niculescu, Eliseo Ferrante, Daniele Palossi, Luca Benini
2023 A conf
Learning continuous piecewise non-linear activation functions for deep neural networks.
ICME
Xinchen Gao, Yawei Li, Wen Li, Lixin Duan, Luc Van Gool, Luca Benini, Michele Magno
2023 J jnl
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge.
CoRR
Matteo Risso, Alessio Burrello, Francesco Conti, Lorenzo Lamberti, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2023 J jnl
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge.
IEEE Trans. Computers
Matteo Risso, Alessio Burrello, Francesco Conti, Lorenzo Lamberti, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2023 A conf
LocalViT: Analyzing Locality in Vision Transformers.
IROS
Yawei Li, Kai Zhang, Jiezhang Cao, Radu Timofte, Michele Magno, Luca Benini, Luc Van Gool
2023 A* conf
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition.
NeurIPS
Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi
2023 J jnl
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition.
CoRR
Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi
2023 J jnl
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC with 2-to-8b DNN Acceleration and 30%-Boost Adaptive Body Biasing.
CoRR
Francesco Conti, Gianna Paulin, Davide Rossi, Alfio Di Mauro, Georg Rutishauser, Gianmarco Ottavi, Manuel Eggimann, Hayate Okuhara, Luca Benini
2023 A conf
MemPool Meets Systolic: Flexible Systolic Computation in a Large Shared-Memory Processor Cluster.
DATE
Samuel Riedel, Gua Hao Khov, Sergio Mazzola, Matheus A. Cavalcante, Renzo Andri, Luca Benini
2023 J jnl
MemPool: A Scalable Manycore Architecture With a Low-Latency Shared L1 Memory.
IEEE Trans. Computers
Samuel Riedel, Matheus A. Cavalcante, Renzo Andri, Luca Benini
2023 J jnl
MemPool: A Scalable Manycore Architecture with a Low-Latency Shared L1 Memory.
CoRR
Samuel Riedel, Matheus A. Cavalcante, Renzo Andri, Luca Benini
2023 — conf
MinPool: A 16-core NUMA-L1 Memory RISC-V Processor Cluster for Always-on Image Processing in 65nm CMOS.
ICECS
Samuel Riedel, Matheus A. Cavalcante, Manos Frouzakis, Domenic Wüthrich, Enis Mustafa, Arlind Billa, Luca Benini
2023 — conf
Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration.
ICECS
Mahyar Pourjabar, Manuele Rusci, Luca Bompani, Lorenzo Lamberti, Vlad Niculescu, Daniele Palossi, Luca Benini
2023 J jnl
Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration.
CoRR
Mahyar Pourjabar, Manuele Rusci, Luca Bompani, Lorenzo Lamberti, Vlad Niculescu, Daniele Palossi, Luca Benini
2023 J jnl
NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots.
CoRR
Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2023 J jnl
Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV.
CoRR
Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini
2023 — conf
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras.
CVPR Workshops
Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi
2023 J jnl
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras.
CoRR
Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi
2023 J jnl
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs.
CoRR
Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler
2023 — conf
Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller.
BioCAS
Marcello Zanghieri, Mattia Orlandi, Elisa Donati, Emanuele Gruppioni, Luca Benini, Simone Benatti
2023 A* conf
PATRONoC: Parallel AXI Transport Reducing Overhead for Networks-on-Chip targeting Multi-Accelerator DNN Platforms at the Edge.
DAC
Vikram Jain, Matheus A. Cavalcante, Nazareno Bruschi, Michael Rogenmoser, Thomas Benz, Andreas Kurth, Davide Rossi, Luca Benini, Marian Verhelst
2023 J jnl
PATRONoC: Parallel AXI Transport Reducing Overhead for Networks-on-Chip targeting Multi-Accelerator DNN Platforms at the Edge.
CoRR
Vikram Jain, Matheus A. Cavalcante, Nazareno Bruschi, Michael Rogenmoser, Thomas Benz, Andreas Kurth, Davide Rossi, Luca Benini, Marian Verhelst
2023 J jnl
PELS: A Lightweight and Flexible Peripheral Event Linking System for Ultra-Low Power IoT Processors.
CoRR
Alessandro Ottaviano, Robert Balas, Philippe Sauter, Manuel Eggimann, Luca Benini
2023 B conf
PULP Fiction No More - Dependable PULP Systems for Space.
ETS
Markus Ulbricht, Yvan Tortorella, Michael Rogenmoser, Li Lu, Junchao Chen, Francesco Conti, Milos Krstic, Luca Benini
2023 J jnl
Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation.
CoRR
Jonas Kühne, Michele Magno, Luca Benini
2023 A conf
PetaOps/W edge-AI $\mu$ Processors: Myth or reality?
DATE
Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Friedemann Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, Sam Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal
2023 A conf
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference.
ISLPED
Matteo Risso, Alessio Burrello, Giuseppe Maria Sarda, Luca Benini, Enrico Macii, Massimo Poncino, Marian Verhelst, Daniele Jahier Pagliari
2023 J jnl
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference.
CoRR
Matteo Risso, Alessio Burrello, Giuseppe Maria Sarda, Luca Benini, Enrico Macii, Massimo Poncino, Marian Verhelst, Daniele Jahier Pagliari
2023 — conf
Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images.
SENSORS
Julian Moosmann, Jakub Mandula, Philipp Mayer, Luca Benini, Michele Magno
2023 C conf
Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference.
ISCAS
MohammadHossein AskariHemmat, Théo Dupuis, Yoan Fournier, Nizar El Zarif, Matheus A. Cavalcante, Matteo Perotti, Frank K. Gürkaynak, Luca Benini, François Leduc-Primeau, Yvon Savaria, Jean-Pierre David
2023 J jnl
Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference.
CoRR
MohammadHossein AskariHemmat, Théo Dupuis, Yoan Fournier, Nizar El Zarif, Matheus A. Cavalcante, Matteo Perotti, Frank K. Gürkaynak, Luca Benini, François Leduc-Primeau, Yvon Savaria, Jean-Pierre David
2023 J jnl
RUAD: Unsupervised anomaly detection in HPC systems.
Future Gener. Comput. Syst.
Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini
2023 J jnl
RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures.
CoRR
Patrick Iff, Benigna Bruggmann, Maciej Besta, Luca Benini, Torsten Hoefler
2023 J jnl
RedMule: A Mixed-Precision Matrix-Matrix Operation Engine for Flexible and Energy-Efficient On-Chip Linear Algebra and TinyML Training Acceleration.
CoRR
Yvan Tortorella, Luca Bertaccini, Luca Benini, Davide Rossi, Francesco Conti
2023 J jnl
RedMule: A mixed-precision matrix-matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration.
Future Gener. Comput. Syst.
Yvan Tortorella, Luca Bertaccini, Luca Benini, Davide Rossi, Francesco Conti
2023 J jnl
Reduced Precision Floating-Point Optimization for Deep Neural Network On-Device Learning on MicroControllers.
CoRR
Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti
2023 J jnl
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers.
Future Gener. Comput. Syst.
Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti
2023 C conf
Reducing Load-Use Dependency-Induced Performance Penalty in the Open-Source RISC-V CVA6 CPU.
DSD
Gianmarco Ottavi, Florian Zaruba, Luca Benini, Davide Rossi
2023 J jnl
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference.
Sensors
Chen Xie, Alessio Burrello, Francesco Daghero, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2023 J jnl
Robust and Efficient Depth-Based Obstacle Avoidance for Autonomous Miniaturized UAVs.
IEEE Trans. Robotics
Hanna Müller, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2023 — conf
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators.
AICAS
Victor J. B. Jung, Arne Symons, Linyan Mei, Marian Verhelst, Luca Benini
2023 J jnl
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators.
CoRR
Victor J. B. Jung, Arne Symons, Linyan Mei, Marian Verhelst, Luca Benini
2023 J jnl
Scalable Hierarchical Instruction Cache for Ultra-Low-Power Processors Clusters.
CoRR
Jie Chen, Igor Loi, Eric Flamand, Giuseppe Tagliavini, Luca Benini, Davide Rossi
2023 J jnl
Scalable Hierarchical Instruction Cache for Ultralow-Power Processors Clusters.
IEEE Trans. Very Large Scale Integr. Syst.
Jie Chen, Igor Loi, Eric Flamand, Giuseppe Tagliavini, Luca Benini, Davide Rossi
2023 — conf
Securing Tiny Transformer-Based Computer Vision Models: Evaluating Real-World Patch Attacks.
WF-IoT
Andrea Mattei, Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini
2023 — conf
Shaheen: An Open, Secure, and Scalable RV64 SoC for Autonomous Nano-UAVs.
HCS
Luca Valente, Asif Veeran, Mattia Sinigaglia, Yvan Tortorella, Alessandro Nadalini, Nils Wistoff, Bruno Sá, Angelo Garofalo, Rafail Psiakis, M. Tolba, Ari Kulmala, Nimisha Limaye, Ozgur Sinanoglu, Sandro Pinto, Daniele Palossi, Luca Benini, Baker Mohammad, Davide Rossi
2023 J jnl
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine.
CoRR
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
2023 — conf
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS.
ESSCIRC
Moritz Scherer, Manuel Eggimann, Alfio Di Mauro, Arpan Suravi Prasad, Francesco Conti, Davide Rossi, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
2023 — conf
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping.
BioCAS
Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner
2023 J jnl
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping.
CoRR
Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner
2023 C conf
Solving Raven's Progressive Matrices via a Neuro-vector-symbolic Architecture.
NeSy
Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi
2023 A* conf
Sparse Hamming Graph: A Customizable Network-on-Chip Topology.
DAC
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2023 J jnl
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra.
CoRR
Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini
2023 J jnl
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra.
IEEE Trans. Parallel Distributed Syst.
Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini
2023 J jnl
Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency.
CoRR
Matheus A. Cavalcante, Matteo Perotti, Samuel Riedel, Luca Benini
2023 A* conf
Specialization meets Flexibility: a Heterogeneous Architecture for High-Efficiency, High-flexibility AR/VR Processing.
DAC
Arpan Suravi Prasad, Luca Benini, Francesco Conti
2023 J jnl
Stella Nera: Achieving 161 TOp/s/W with Multiplier-free DNN Acceleration based on Approximate Matrix Multiplication.
CoRR
Jannis Schönleber, Lukas Cavigelli, Renzo Andri, Matteo Perotti, Luca Benini
2023 J jnl
Systematic Prevention of On-Core Timing Channels by Full Temporal Partitioning.
IEEE Trans. Computers
Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Gernot Heiser, Luca Benini
2023 J jnl
TCN-CUTIE: A 1, 036-TOp/s/W, 2.72-µJ/Inference, 12.2-mW All-Digital Ternary Accelerator in 22-nm FDX Technology.
IEEE Micro
Moritz Scherer, Alfio Di Mauro, Tim Fischer, Georg Rutishauser, Luca Benini
2023 J jnl
TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing.
CoRR
Aleksandar Terzic, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi
2023 J jnl
Toward the Future Generation of Railway Localization Exploiting RTK and GNSS.
IEEE Trans. Instrum. Meas.
Denis Mikhaylov, Carla Amatetti, Tommaso Polonelli, Enea Masina, Riccardo Campana, Kai Berszin, Charles Moatti, Davide Amato, Alessandro Vanelli-Coralli, Michele Magno, Luca Benini
2023 — conf
Towards Robust and Efficient On-board Mapping for Autonomous Miniaturized UAVs.
IWASI
Tommaso Polonelli, Casimir Feldmann, Vlad Niculescu, Hanna Müller, Michele Magno, Luca Benini
2023 — conf
Towards a Novel Ultrasound System Based on Low-Frequency Feature Extraction From a Fully-Printed Flexible Transducer.
BioCAS
Marco Giordano, Kirill Keller, Francesco Greco, Luca Benini, Michele Magno, Christoph Leitner
2023 — conf
Towards a RISC-V Open Platform for Next-generation Automotive ECUs.
MECO
Luca Cuomo, Claudio Scordino, Alessandro Ottaviano, Nils Wistoff, Robert Balas, Luca Benini, Errico Guidieri, Ida Maria Savino
2023 J jnl
Towards a RISC-V Open Platform for Next-generation Automotive ECUs.
CoRR
Luca Cuomo, Claudio Scordino, Alessandro Ottaviano, Nils Wistoff, Robert Balas, Luca Benini, Errico Guidieri, Ida Maria Savino
2023 A conf
TransLib: A Library to Explore Transprecision Floating-Point Arithmetic on Multi-Core IoT End-Nodes.
DATE
Seyed Ahmad Mirsalari, Giuseppe Tagliavini, Davide Rossi, Luca Benini
2023 — conf
Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm.
ICECS
Michael Rogenmoser, Luca Benini
2023 J jnl
Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm.
CoRR
Michael Rogenmoser, Luca Benini
2023 J jnl
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO.
CoRR
Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno
2023 Misc conf
WIP: Automatic DNN Deployment on Heterogeneous Platforms: the GAP9 Case Study.
CASES
Luka Macan, Alessio Burrello, Luca Benini, Francesco Conti
2023 J jnl
Yun: An Open-Source, 64-Bit RISC-V-Based Vector Processor With Multi-Precision Integer and Floating-Point Support in 65-nm CMOS.
IEEE Trans. Circuits Syst. II Express Briefs
Matteo Perotti, Matheus A. Cavalcante, Alessandro Ottaviano, Jiantao Liu, Luca Benini
2022 — conf
A "New Ara" for Vector Computing: An Open Source Highly Efficient RISC-V V 1.0 Vector Processor Design.
ASAP
Matteo Perotti, Matheus A. Cavalcante, Nils Wistoff, Renzo Andri, Lukas Cavigelli, Luca Benini
2022 J jnl
A "New Ara" for Vector Computing: An Open Source Highly Efficient RISC-V V 1.0 Vector Processor Design.
CoRR
Matteo Perotti, Matheus A. Cavalcante, Nils Wistoff, Renzo Andri, Lukas Cavigelli, Luca Benini
2022 — conf
A 1036 TOp/s/W, 12.2 mW, 2.72 μJ/Inference All Digital TNN Accelerator in 22 nm FDX Technology for TinyML Applications.
COOL CHIPS
Moritz Scherer, Alfio Di Mauro, Georg Rutishauser, Tim Fischer, Luca Benini
2022 — conf
A 283 pJ/b 240 Mb/s Floating-Point Baseband Accelerator for Massive MU-MIMO in 22FDX.
ESSCIRC
Oscar Castañeda, Luca Benini, Christoph Studer
2022 J jnl
A Construction Kit for Efficient Low Power Neural Network Accelerator Designs.
ACM Trans. Embed. Comput. Syst.
Petar Jokic, Erfan Azarkhish, Andrea Bonetti, Marc Pons, Stéphane Emery, Luca Benini
2022 — conf
A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms.
SAMOS
Sergio Mazzola, Thomas Benz, Björn Forsberg, Luca Benini
2022 J jnl
A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End Inference of Real-World Deep Neural Networks.
CoRR
Angelo Garofalo, Gianmarco Ottavi, Francesco Conti, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi
2022 J jnl
A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Angelo Garofalo, Gianmarco Ottavi, Francesco Conti, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi
2022 — conf
A High SNR, Low-latency Dry EMG Acquisition System for Unobtrusive HMI Devices.
BioCAS
Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini
2022 J jnl
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics.
IEEE Trans. Parallel Distributed Syst.
Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini
2022 J jnl
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices.
CoRR
Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 A conf
A RDMA Interface for Ultra-Fast Ultrasound Data-Streaming over an Optical Link.
DATE
Andrea Cossettini, Konstantin Taranov, Christian Vogt, Michele Magno, Torsten Hoefler, Luca Benini
2022 — conf
A Wireless System for EEG Acquisition and Processing in an Earbud Form Factor with 600 Hours Battery Lifetime.
EMBC
Marco Guermandi, Andrea Cossettini, Simone Benatti, Luca Benini
2022 — conf
AEPUS: a tool for the Automated Extraction of Pennation angles in Ultrasound images with low Signal-to-noise ratio for plane-wave imaging.
EMBC
Sergei Vostrikov, Andrea Cossettini, Christoph Leitner, Christian Baumgartner, Luca Benini
2022 J jnl
AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads.
CoRR
Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini
2022 J jnl
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers.
CoRR
Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 — conf
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring.
AICAS
Alessio Burrello, Giacomo Sintoni, Davide Brunelli, Luca Benini
2022 J jnl
Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines.
CoRR
Tommaso Polonelli, Hanna Müller, Weikang Kong, Raphael Fischer, Luca Benini, Michele Magno
2022 — conf
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface.
AICAS
Jiawei Liao, Lars Widmer, Xiaying Wang, Alfio Di Mauro, Samuel R. Nason-Tomaszewski, Cynthia A. Chestek, Luca Benini, Taekwang Jang
2022 J jnl
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface.
CoRR
Jiawei Liao, Lars Widmer, Xiaying Wang, Alfio Di Mauro, Samuel R. Nason-Tomaszewski, Cynthia A. Chestek, Luca Benini, Taekwang Jang
2022 J jnl
An Open-Source Platform for High-Performance Non-Coherent On-Chip Communication.
IEEE Trans. Computers
Andreas Kurth, Wolfgang Rönninger, Thomas Benz, Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Luca Benini
2022 — conf
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing.
SYSINT
Benedetta Mazzoni, Giuseppe Tagliavini, Luca Benini, Simone Benatti
2022 J jnl
An open platform for efficient drone-to-sensor wireless ranging and data harvesting.
Sustain. Comput. Informatics Syst.
Tommaso Polonelli, Michele Magno, Vlad Niculescu, Luca Benini, David E. Boyle
2022 — conf
Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models.
Euro-Par
Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini
2022 B conf
Automatic Extraction of Muscle Fascicle Pennation Angle from Raw Ultrasound Data.
SAS
Soley Hafthorsdottir, Sergei Vostrikov, Andrea Cossettini, Michael Rieder, Christoph Leitner, Michele Magno, Luca Benini
2022 — conf
BioWolf16: a 16-channel, 24-bit, 4kSPS Ultra-Low Power Platform for Wearable Clinical-grade Bio-potential Parallel Processing and Streaming.
EMBC
Riccardo Donati, Victor Javier Kartsch, Luca Benini, Simone Benatti
2022 A conf
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition.
DATE
Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 J jnl
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition.
CoRR
Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 J jnl
CONVOLVE: Smart and seamless design of smart edge processors.
CoRR
Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal
2022 J jnl
CUTIE: Beyond PetaOp/s/W Ternary DNN Inference Acceleration With Better-Than-Binary Energy Efficiency.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Moritz Scherer, Georg Rutishauser, Lukas Cavigelli, Luca Benini
2022 — conf
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes.
IGSC
Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 J jnl
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes.
CoRR
Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 A* conf
Constrained Few-shot Class-incremental Learning.
CVPR
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 J jnl
Constrained Few-shot Class-incremental Learning.
CoRR
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 — conf
ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration.
SAMOS
Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Corrado Bonfanti, Simone Benatti, Davide Rossi, Luca Benini, Andrea Bartolini
2022 — conf
Darkside: 2.6GFLOPS, 8.7mW Heterogeneous RISC-V Cluster for Extreme-Edge On-Chip DNN Inference and Training.
ESSCIRC
Angelo Garofalo, Matteo Perotti, Luca Valente, Yvan Tortorella, Alessandro Nadalini, Luca Benini, Davide Rossi, Francesco Conti
2022 J jnl
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems.
ACM Trans. Embed. Comput. Syst.
Andres Gomez, Andreas Tretter, Pascal Alexander Hager, Praveenth Sanmugarajah, Luca Benini, Lothar Thiele
2022 — conf
Demo Abstract: Towards Reliable Obstacle Avoidance for Nano-UAVs.
IPSN
Iman Ostovar, Vlad Niculescu, Hanna Müller, Tommaso Polonelli, Michele Magno, Luca Benini
2022 J jnl
Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode.
CoRR
Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Alfio Di Mauro, Luca Benini, Davide Rossi
2022 — conf
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices.
BioCAS
Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini
2022 J jnl
Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis.
Sensors
Victor Javier Kartsch, Velu Prabhakar Kumaravel, Simone Benatti, Giorgio Vallortigara, Luca Benini, Elisabetta Farella, Marco Buiatti
2022 J jnl
Efficient Parallelization of 5G-PUSCH on a Scalable RISC-V Many-core Processor.
CoRR
Marco Bertuletti, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini
2022 J jnl
Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring.
CoRR
Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti
2022 J jnl
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring.
ACM Trans. Comput. Heal.
Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti
2022 J jnl
End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture.
CoRR
Nazareno Bruschi, Giuseppe Tagliavini, Angelo Garofalo, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi
2022 J jnl
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence.
CoRR
Francesco Daghero, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini, Enrico Macii, Massimo Poncino
2022 — conf
Energy-Efficient Tree-Based EEG Artifact Detection.
EMBC
Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini
2022 J jnl
Energy-Efficient Tree-Based EEG Artifact Detection.
CoRR
Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini
2022 J jnl
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring.
CoRR
Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini
2022 J jnl
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring.
IEEE Internet Things J.
Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini
2022 J jnl
Fly, Wake-up, Find: UAV-based Energy-efficient Localization for Distributed Sensor Nodes.
Sustain. Comput. Informatics Syst.
Vlad Niculescu, Daniele Palossi, Michele Magno, Luca Benini
2022 J jnl
Fully Onboard AI-Powered Human-Drone Pose Estimation on Ultralow-Power Autonomous Flying Nano-UAVs.
IEEE Internet Things J.
Daniele Palossi, Nicky Zimmerman, Alessio Burrello, Francesco Conti, Hanna Müller, Luca Maria Gambardella, Luca Benini, Alessandro Giusti, Jérôme Guzzi
2022 J jnl
GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors.
CoRR
Nazareno Bruschi, Germain Haugou, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi
2022 J jnl
HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing.
CoRR
Andreas Kurth, Björn Forsberg, Luca Benini
2022 J jnl
HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing.
IEEE Trans. Parallel Distributed Syst.
Andreas Kurth, Björn Forsberg, Luca Benini
2022 J jnl
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC.
CoRR
Luca Valente, Yvan Tortorella, Mattia Sinigaglia, Giuseppe Tagliavini, Alessandro Capotondi, Luca Benini, Davide Rossi
2022 J jnl
HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement.
CoRR
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2022 A conf
Hier-3D: A Hierarchical Physical Design Methodology for Face-to-Face-Bonded 3D ICs.
ISLPED
Anthony Agnesina, Moritz Brunion, Alberto García Ortiz, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Matheus A. Cavalcante, Samuel Riedel, Luca Benini, Sung Kyu Lim
2022 — conf
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data.
BioCAS
Alessio Burrello, Daniele Jahier Pagliari, Marzia Bianco, Enrico Macii, Luca Benini, Massimo Poncino, Simone Benatti
2022 — conf
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory.
ESSCIRC
Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 J jnl
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory.
CoRR
Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 J jnl
In-memory factorization of holographic perceptual representations.
CoRR
Jovin Langenegger, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 — conf
Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs.
HCS
Alfio Di Mauro, Moritz Scherer, Davide Rossi, Luca Benini
2022 J jnl
Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs.
CoRR
Alfio Di Mauro, Moritz Scherer, Davide Rossi, Luca Benini
2022 J jnl
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications.
CoRR
Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini
2022 J jnl
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications.
IEEE Trans. Instrum. Meas.
Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini
2022 — conf
Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection.
Euro-Par Workshops
Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini
2022 — conf
Meet Monte Cimone: exploring RISC-V high performance compute clusters.
CF
Federico Ficarelli, Andrea Bartolini, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini
2022 A conf
MemPool-3D: Boosting Performance and Efficiency of Shared-L1 Memory Many-Core Clusters with 3D Integration.
DATE
Matheus A. Cavalcante, Anthony Agnesina, Samuel Riedel, Moritz Brunion, Alberto García-Ortiz, Dragomir Milojevic, Francky Catthoor, Sung Kyu Lim, Luca Benini
2022 C conf
MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V Cores.
ARITH
Luca Bertaccini, Gianna Paulin, Tim Fischer, Stefan Mach, Luca Benini
2022 J jnl
MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V cores.
CoRR
Luca Bertaccini, Gianna Paulin, Tim Fischer, Stefan Mach, Luca Benini
2022 — conf
Modeling the Thermal and Power Control Subsystem in HPC Processors.
CCTA
Giovanni Bambini, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini
2022 — conf
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers.
SOCC
Andrea Bartolini, Federico Ficarelli, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini
2022 J jnl
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers.
CoRR
Andrea Bartolini, Federico Ficarelli, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini
2022 A conf
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks.
ISLPED
Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 J jnl
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks.
CoRR
Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 — conf
Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach.
CF
Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Luca Benini
2022 — conf
On-Demand Redundancy Grouping: Selectable Soft-Error Tolerance for a Multicore Cluster.
ISVLSI
Michael Rogenmoser, Nils Wistoff, Pirmin Vogel, Frank K. Gürkaynak, Luca Benini
2022 J jnl
On-Demand Redundancy Grouping: Selectable Soft-Error Tolerance for a Multicore Cluster.
CoRR
Michael Rogenmoser, Nils Wistoff, Pirmin Vogel, Frank K. Gürkaynak, Luca Benini
2022 J jnl
Optimizing Random Forest-Based Inference on RISC-V MCUs at the Extreme Edge.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini
2022 — conf
PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning.
SAMOS
Davide Nadalini, Manuele Rusci, Giuseppe Tagliavini, Leonardo Ravaglia, Luca Benini, Francesco Conti
2022 — conf
PULP: Extreme Energy Efficiency for Extreme Edge AI Acceleration.
MECO
Luca Benini
2022 C conf
Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation.
ISCAS
Jonas Kühne, Michele Magno, Luca Benini
2022 J jnl
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks.
CoRR
Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Francesco Conti, Lorenzo Lamberti, Enrico Macii, Luca Benini, Massimo Poncino
2022 J jnl
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices.
CoRR
Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2022 J jnl
RUAD: unsupervised anomaly detection in HPC systems.
CoRR
Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini
2022 A conf
RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs.
DATE
Yvan Tortorella, Luca Bertaccini, Davide Rossi, Luca Benini, Francesco Conti
2022 J jnl
RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs.
CoRR
Yvan Tortorella, Luca Bertaccini, Davide Rossi, Luca Benini, Francesco Conti
2022 J jnl
Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering.
CoRR
Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani
2022 — conf
Reducing neural architecture search spaces with training-free statistics and computational graph clustering.
CF
Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani
2022 J jnl
Robust and Efficient Depth-based Obstacle Avoidance for Autonomous Miniaturized UAVs.
CoRR
Hanna Müller, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
2022 J jnl
Robust and Energy-efficient PPG-based Heart-Rate Monitoring.
CoRR
Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2022 — conf
Rule-Based Thermal Anomaly Detection for Tier-0 HPC Systems.
ISC Workshops
Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Andrea Acquaviva, Luca Benini
2022 A conf
SNE: an Energy-Proportional Digital Accelerator for Sparse Event-Based Convolutions.
DATE
Alfio Di Mauro, Arpan Suravi Prasad, Zhikai Huang, Matteo Spallanzani, Francesco Conti, Luca Benini
2022 J jnl
SNE: an Energy-Proportional Digital Accelerator for Sparse Event-Based Convolutions.
CoRR
Alfio Di Mauro, Arpan Suravi Prasad, Zhikai Huang, Matteo Spallanzani, Francesco Conti, Luca Benini
2022 — conf
Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference.
AICAS
Nazareno Bruschi, Giuseppe Tagliavini, Francesco Conti, Sergi Abadal, Albert Cabellos-Aparicio, Eduard Alarcón, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi
2022 J jnl
Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference.
CoRR
Nazareno Bruschi, Giuseppe Tagliavini, Francesco Conti, Sergi Abadal, Albert Cabellos-Aparicio, Eduard Alarcón, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi
2022 J jnl
Self-sustaining Ultra-wideband Positioning System for Event-driven Indoor Localization.
CoRR
Philipp Mayer, Michele Magno, Luca Benini
2022 — conf
Semi-supervised anomaly detection on a Tier-0 HPC system.
CF
Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini
2022 — conf
Soft Tiles: Capturing Physical Implementation Flexibility for Tightly-Coupled Parallel Processing Clusters.
ISVLSI
Gianna Paulin, Matheus A. Cavalcante, Paul Scheffler, Luca Bertaccini, Yichao Zhang, Frank K. Gürkaynak, Luca Benini
2022 J jnl
Soft Tiles: Capturing Physical Implementation Flexibility for Tightly-Coupled Parallel Processing Clusters.
CoRR
Gianna Paulin, Matheus A. Cavalcante, Paul Scheffler, Luca Bertaccini, Yichao Zhang, Frank K. Gürkaynak, Luca Benini
2022 J jnl
Sparse Hamming Graph: A Customizable Network-on-Chip Topology.
CoRR
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2022 A conf
Spatz: A Compact Vector Processing Unit for High-Performance and Energy-Efficient Shared-L1 Clusters.
ICCAD
Matheus A. Cavalcante, Domenic Wüthrich, Matteo Perotti, Samuel Riedel, Luca Benini
2022 J jnl
Spatz: A Compact Vector Processing Unit for High-Performance and Energy-Efficient Shared-L1 Clusters.
CoRR
Matheus A. Cavalcante, Domenic Wüthrich, Matteo Perotti, Samuel Riedel, Luca Benini
2022 J jnl
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks.
CoRR
Gianmarco Cerutti, Lukas Cavigelli, Renzo Andri, Michele Magno, Elisabetta Farella, Luca Benini
2022 J jnl
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Gianmarco Cerutti, Lukas Cavigelli, Renzo Andri, Michele Magno, Elisabetta Farella, Luca Benini
2022 J jnl
Systematic Prevention of On-Core Timing Channels by Full Temporal Partitioning.
CoRR
Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Gernot Heiser, Luca Benini
2022 J jnl
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference.
CoRR
Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino
2022 J jnl
TCN-CUTIE: A 1036 TOp/s/W, 2.72 uJ/Inference, 12.2 mW All-Digital Ternary Accelerator in 22 nm FDX Technology.
CoRR
Moritz Scherer, Alfio Di Mauro, Tim Fischer, Georg Rutishauser, Luca Benini
2022 A conf
Ternarized TCN for $\mu \mathrm{J}/\text{Inference}$ Gesture Recognition from DVS Event Frames.
DATE
Georg Rutishauser, Moritz Scherer, Tim Fischer, Luca Benini
2022 — conf
Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones.
AICAS
Lorenzo Lamberti, Vlad Niculescu, Michal Barcis, Lorenzo Bellone, Enrico Natalizio, Luca Benini, Daniele Palossi
2022 — conf
Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting.
AICAS
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
2022 — conf
Towards a Multi-Pixel Time-of-Flight Indoor Navigation System for Nano-Drone Applications.
I2MTC
Vlad Niculescu, Hanna Müller, Iman Ostovar, Tommaso Polonelli, Michele Magno, Luca Benini
2022 B conf
Towards the Future Generation of Railway Localization and Signaling Exploiting sub-meter RTK GNSS.
SAS
Carla Amatetti, Tommaso Polonelli, Enea Masina, Charles Moatti, Denis Mikhaylov, Davide Amato, Alessandro Vanelli-Coralli, Michele Magno, Luca Benini
2022 J jnl
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning.
Sustain. Comput. Informatics Syst.
Alessio Burrello, Giovanni Zara, Luca Benini, Davide Brunelli, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022 A* conf
Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm.
CVPR
Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini
2022 J jnl
Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm.
CoRR
Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini
2022 J jnl
Trimming Feature Extraction and Inference for MCU-Based Edge NILM: A Systematic Approach.
IEEE Trans. Ind. Informatics
Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini
2022 J jnl
Vau Da Muntanialas: Energy-Efficient Multi-Die Scalable Acceleration of RNN Inference.
IEEE Trans. Circuits Syst. I Regul. Pap.
Gianna Paulin, Francesco Conti, Lukas Cavigelli, Luca Benini
2022 J jnl
Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference.
CoRR
Gianna Paulin, Francesco Conti, Lukas Cavigelli, Luca Benini
2022 J jnl
Vega: A Ten-Core SoC for IoT Endnodes With DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode.
IEEE J. Solid State Circuits
Davide Rossi, Francesco Conti, Manuel Eggimann, Alfio Di Mauro, Giuseppe Tagliavini, Stefan Mach, Marco Guermandi, Antonio Pullini, Igor Loi, Jie Chen, Eric Flamand, Luca Benini
2022 — conf
ViT-LR: Pushing the Envelope for Transformer-Based on-Device Embedded Continual Learning.
IGSC
Alberto Dequino, Francesco Conti, Luca Benini
2022 B conf
WideVision: A Low-Power, Multi-Protocol Wireless Vision Platform for Distributed Surveillance.
WiMob
Moritz Scherer, Fabian Sidler, Michael Rogenmoser, Michele Magno, Luca Benini
2022 — conf
sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor.
BioCAS
Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Pasquale Davide Schiavone, Luca Benini, Simone Benatti
2021 — conf
4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode.
ISSCC
Davide Rossi, Francesco Conti, Manuel Eggimann, Stefan Mach, Alfio Di Mauro, Marco Guermandi, Giuseppe Tagliavini, Antonio Pullini, Igor Loi, Jie Chen, Eric Flamand, Luca Benini
2021 J jnl
A 0.5GHz 0.35mW LDO-Powered Constant-Slope Phase Interpolator With 0.22% INL.
IEEE Trans. Circuits Syst. II Express Briefs
Ahmed Elnaqib, Hayate Okuhara, Taekwang Jang, Davide Rossi, Luca Benini
2021 — conf
A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode.
ESSCIRC
Angelo Garofalo, Gianmarco Ottavi, Alfio Di Mauro, Francesco Conti, Giuseppe Tagliavini, Luca Benini, Davide Rossi
2021 — conf
A 10-core SoC with 20 Fine-Grain Power Domains for Energy-Proportional Data-Parallel Processing over a Wide Voltage and Temperature Range.
ESSCIRC
Thomas Benz, Luca Bertaccini, Florian Zaruba, Fabian Schuiki, Frank K. Gürkaynak, Luca Benini
2021 J jnl
A 5 μW Standard Cell Memory-Based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing.
IEEE Trans. Circuits Syst. I Regul. Pap.
Manuel Eggimann, Abbas Rahimi, Luca Benini
2021 J jnl
A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing.
CoRR
Manuel Eggimann, Abbas Rahimi, Luca Benini
2021 J jnl
A Construction Kit for Efficient Low Power Neural Network Accelerator Designs.
CoRR
Petar Jokic, Erfan Azarkhish, Andrea Bonetti, Marc Pons, Stéphane Emery, Luca Benini
2021 J jnl
A Fully Integrated 5-mW, 0.8-Gbps Energy-Efficient Chip-to-Chip Data Link for Ultralow-Power IoT End-Nodes in 65-nm CMOS.
IEEE Trans. Very Large Scale Integr. Syst.
Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi
2021 J jnl
A Fully-Integrated 5mW, 0.8Gbps Energy-Efficient Chip-to-Chip Data Link for Ultra-Low-Power IoT End-Nodes in 65-nm CMOS.
CoRR
Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi
2021 — conf
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes.
COINS
Alessio Burrello, Moritz Scherer, Marcello Zanghieri, Francesco Conti, Luca Benini
2021 A* conf
A RISC-V in-network accelerator for flexible high-performance low-power packet processing.
ISCA
Salvatore Di Girolamo, Andreas Kurth, Alexandru Calotoiu, Thomas Benz, Timo Schneider, Jakub Beránek, Luca Benini, Torsten Hoefler
2021 — conf
A Sub-mW Dual-Engine ML Inference System-on-Chip for Complete End-to-End Face-Analysis at the Edge.
VLSI Circuits
Petar Jokic, Erfan Azarkhish, Régis Cattenoz, Engin Türetken, Luca Benini, Stéphane Emery
2021 J jnl
A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini
2021 J jnl
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays.
CoRR
Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini
2021 J jnl
Accelerating Inference of Convolutional Neural Networks Using In-memory Computing.
Frontiers Comput. Neurosci.
Martino Dazzi, Abu Sebastian, Luca Benini, Evangelos Eleftheriou
2021 C conf
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers.
VLSI-SoC
Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2021 J jnl
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection.
IEEE J. Biomed. Health Informatics
Alessio Burrello, Simone Benatti, Kaspar Schindler, Luca Benini, Abbas Rahimi
2021 J jnl
An SRAM-Based Multibit In-Memory Matrix-Vector Multiplier With a Precision That Scales Linearly in Area, Time, and Power.
IEEE Trans. Very Large Scale Integr. Syst.
Riduan Khaddam-Aljameh, Pier Andrea Francese, Luca Benini, Evangelos Eleftheriou
2021 A conf
Analyzing Memory Interference of FPGA Accelerators on Multicore Hosts in Heterogeneous Reconfigurable SoCs.
DATE
Maxim Mattheeuws, Björn Forsberg, Andreas Kurth, Luca Benini
2021 J jnl
Arnold: An eFPGA-Augmented RISC-V SoC for Flexible and Low-Power IoT End Nodes.
IEEE Trans. Very Large Scale Integr. Syst.
Pasquale Davide Schiavone, Davide Rossi, Alfio Di Mauro, Frank K. Gürkaynak, Timothy Saxe, Mao Wang, Ket Chong Yap, Luca Benini
2021 J jnl
Automated Design Space Exploration for Optimized Deployment of DNN on Arm Cortex-A CPUs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini
2021 — conf
Automated Tuning of End-to-end Neural Flight Controllers for Autonomous Nano-drones.
AICAS
Vlad Niculescu, Lorenzo Lamberti, Daniele Palossi, Luca Benini
2021 A conf
Banshee: A Fast LLVM-Based RISC-V Binary Translator.
ICCAD
Samuel Riedel, Fabian Schuiki, Paul Scheffler, Florian Zaruba, Luca Benini
2021 — conf
Battery-Less Face Recognition at the Extreme Edge.
NEWCAS
Petar Jokic, Stéphane Emery, Luca Benini
2021 J jnl
COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications.
IEEE Trans. Computers
Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
2021 C conf
ChewBaccaNN: A Flexible 223 TOPS/W BNN Accelerator.
ISCAS
Renzo Andri, Geethan Karunaratne, Lukas Cavigelli, Luca Benini
2021 J jnl
DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors.
CoRR
Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini
2021 J jnl
DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended).
Clust. Comput.
Antonio Libri, Andrea Bartolini, Luca Benini
2021 — conf
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network.
AICAS
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini
2021 J jnl
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network.
CoRR
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini
2021 J jnl
Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification.
IEEE Trans. Computers
Martino Dazzi, Abu Sebastian, Thomas P. Parnell, Pier Andrea Francese, Luca Benini, Evangelos Eleftheriou
2021 J jnl
Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes.
IEEE Embed. Syst. Lett.
Benedetta Mazzoni, Simone Benatti, Luca Benini, Giuseppe Tagliavini
2021 J jnl
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy.
Vis. Comput.
Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2021 J jnl
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring.
IEEE Internet Things J.
Alessio Burrello, Alex Marchioni, Davide Brunelli, Simone Benatti, Mauro Mangia, Luca Benini
2021 J jnl
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design.
CoRR
Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen
2021 J jnl
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign.
IEEE Des. Test
Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen
2021 — conf
End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are We There Yet?
AICAS
Gianmarco Ottavi, Geethan Karunaratne, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi
2021 J jnl
End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are We There Yet?
CoRR
Gianmarco Ottavi, Geethan Karunaratne, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi
2021 J jnl
Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing.
IEEE Trans. Circuits Syst. II Express Briefs
Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2021 J jnl
Energy Efficient In-memory Hyperdimensional Encoding for Spatio-temporal Signal Processing.
CoRR
Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2021 J jnl
Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters.
IEEE Trans. Parallel Distributed Syst.
Florian Glaser, Giuseppe Tagliavini, Davide Rossi, Germain Haugou, Qiuting Huang, Luca Benini
2021 J jnl
Energy-Efficient PRBS Impedance Spectroscopy on a Digital Versatile Platform.
IEEE Trans. Instrum. Meas.
Giulia Luciani, Marco Crescentini, Aldo Romani, Marco Chiani, Luca Benini, Marco Tartagni
2021 J jnl
Energy-Positive Activity Recognition - From Kinetic Energy Harvesting to Smart Self-Sustainable Wearable Devices.
IEEE Trans. Biomed. Circuits Syst.
Philipp Mayer, Michele Magno, Luca Benini
2021 — conf
F1: Striking the Balance Between Energy Efficiency & Flexibility: General-Purpose vs Special-Purpose ML Processors.
ISSCC
Sukhwan Lim, Yongpan Liu, Luca Benini, Tanay Karnik, Hsie-Chia Chang
2021 J jnl
FPnew: An Open-Source Multiformat Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing.
IEEE Trans. Very Large Scale Integr. Syst.
Stefan Mach, Fabian Schuiki, Florian Zaruba, Luca Benini
2021 A conf
FlyDVS: An Event-Driven Wireless Ultra-Low Power Visual Sensor Node.
DATE
Alfio Di Mauro, Moritz Scherer, Jordi Fornt Mas, Basile Bougenot, Michele Magno, Luca Benini
2021 J jnl
Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs.
CoRR
Daniele Palossi, Nicky Zimmerman, Alessio Burrello, Francesco Conti, Hanna Müller, Luca Maria Gambardella, Luca Benini, Alessandro Giusti, Jérôme Guzzi
2021 A conf
Fünfiiber-Drone: A Modular Open-Platform 18-grams Autonomous Nano-Drone.
DATE
Hanna Müller, Daniele Palossi, Stefan Mach, Francesco Conti, Luca Benini
2021 C conf
GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors.
ICCD
Nazareno Bruschi, Germain Haugou, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi
2021 J jnl
Guest Editorial: IEEE TC Special Issue On Smart Edge Computing and IoT.
IEEE Trans. Computers
Luca Benini, Simone Benatti, Taekwang Jang, Abbas Rahimi
2021 J jnl
Guest Editors' Introduction: Machine Intelligence at the Edge.
IEEE Des. Test
Luca Benini, Deming Chen, Jinjun Xiong, Zhiru Zhang
2021 C conf
H-Watch: An Open, Connected Platform for AI-Enhanced COVID19 Infection Symptoms Monitoring and Contact Tracing.
ISCAS
Tommaso Polonelli, Lukas Schulthess, Philipp Mayer, Michele Magno, Luca Benini
2021 J jnl
HPC Cooling: A Flexible Modeling Tool for Effective Design and Management.
IEEE Trans. Sustain. Comput.
Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini
2021 C conf
Hardware-In-The Loop Emulation for Agile Co-Design of Parallel Ultra-Low Power IoT Processors.
VLSI-SoC
Luca Valente, Davide Rossi, Luca Benini
2021 J jnl
HePREM: A Predictable Execution Model for GPU-based Heterogeneous SoCs.
IEEE Trans. Computers
Björn Forsberg, Luca Benini, Andrea Marongiu
2021 J jnl
Implementing CNN Layers on the Manticore Cluster-Based Many-Core Architecture.
CoRR
Andreas Kurth, Fabian Schuiki, Luca Benini
2021 J jnl
Improving Autonomous Nano-Drones Performance via Automated End-to-End Optimization and Deployment of DNNs.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Vlad Niculescu, Lorenzo Lamberti, Francesco Conti, Luca Benini, Daniele Palossi
2021 J jnl
Improving Memory Utilization in Convolutional Neural Network Accelerators.
IEEE Embed. Syst. Lett.
Petar Jokic, Stéphane Emery, Luca Benini
2021 A conf
Indirection Stream Semantic Register Architecture for Efficient Sparse-Dense Linear Algebra.
DATE
Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini
2021 J jnl
LightSpeed: A Compact, High-Speed Optical-Link-Based 3D Optoacoustic Imager.
IEEE Trans. Medical Imaging
Çagla Özsoy, Andrea Cossettini, Ali Özbek, Sergei Vostrikov, Pascal Hager, Xosé-Luís Dean-Ben, Luca Benini, Daniel Razansky
2021 — conf
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers.
VLSI-SoC (Selected Papers)
Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2021 C conf
Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System.
ISCAS
Lorenzo Lamberti, Manuele Rusci, Marco Fariselli, Francesco Paci, Luca Benini
2021 J jnl
Manticore: A 4096-Core RISC-V Chiplet Architecture for Ultraefficient Floating-Point Computing.
IEEE Micro
Florian Zaruba, Fabian Schuiki, Luca Benini
2021 J jnl
MemPool-3D: Boosting Performance and Efficiency of Shared-L1 Memory Many-Core Clusters with 3D Integration.
CoRR
Matheus A. Cavalcante, Anthony Agnesina, Samuel Riedel, Moritz Brunion, Alberto García-Ortiz, Dragomir Milojevic, Francky Catthoor, Sung Kyu Lim, Luca Benini
2021 A conf
MemPool: A Shared-L1 Memory Many-Core Cluster with a Low-Latency Interconnect.
DATE
Matheus A. Cavalcante, Samuel Riedel, Antonio Pullini, Luca Benini
2021 J jnl
Memory-Aware Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems.
CoRR
Andres Gomez, Andreas Tretter, Pascal Alexander Hager, Praveenth Sanmugarajah, Luca Benini, Lothar Thiele
2021 A conf
Microarchitectural Timing Channels and their Prevention on an Open-Source 64-bit RISC-V Core.
DATE
Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Luca Benini, Gernot Heiser
2021 C conf
Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain-Machine Interfaces.
ISCAS
Xiaying Wang, Tibor Schneider, Michael Hersche, Lukas Cavigelli, Luca Benini
2021 — conf
Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: a Case Study.
I2MTC
Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini
2021 J jnl
Near-channel classifier: symbiotic communication and classification in high-dimensional space.
Brain Informatics
Michael Hersche, Stefan Lippuner, Matthias Korb, Luca Benini, Abbas Rahimi
2021 A conf
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks.
DATE
Mohsen Seyedkazemi Ardebili, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2021 A* conf
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks.
DAC
Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Francesco Conti, Lorenzo Lamberti, Enrico Macii, Luca Benini, Massimo Poncino
2021 J jnl
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices.
IEEE Trans. Biomed. Circuits Syst.
Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2021 J jnl
RF-Powered Low-Energy Sensor Nodes for Predictive Maintenance in Electromagnetically Harsh Industrial Environments.
Sensors
Giacomo Paolini, Marco Guermandi, Diego Masotti, Mazen Shanawani, Francesca Benassi, Luca Benini, Alessandra Costanzo
2021 A conf
RISC-V for Real-time MCUs - Software Optimization and Microarchitectural Gap Analysis.
DATE
Robert Balas, Luca Benini
2021 J jnl
RNN-Based Radio Resource Management on Multicore RISC-V Accelerator Architectures.
IEEE Trans. Very Large Scale Integr. Syst.
Gianna Paulin, Renzo Andri, Francesco Conti, Luca Benini
2021 J jnl
RTK-LoRa: High-Precision, Long-Range, and Energy-Efficient Localization for Mobile IoT Devices.
IEEE Trans. Instrum. Meas.
Philipp Mayer, Michele Magno, Armin Berger, Luca Benini
2021 — conf
RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors.
SAMOS
Matteo Perotti, Giuseppe Tagliavini, Stefan Mach, Luca Bertaccini, Luca Benini
2021 C conf
Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring.
ISCAS
Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2021 C conf
Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles.
ISCAS
Miguel de Prado, Manuele Rusci, Romain Donze, Alessandro Capotondi, Serge Monnerat, Luca Benini, Nuria Pazos
2021 J jnl
Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles.
Sensors
Miguel de Prado, Manuele Rusci, Alessandro Capotondi, Romain Donze, Luca Benini, Nuria Pazos
2021 — conf
SE2: Going Remote: Challenges and Opportunities to Remote Learning, Work, and Collaboration.
ISSCC
Alicia Klinefelter, Huichu Liu, Luca Benini, Yvain Thonnart, Keith A. Bowman, Kathy Wilcox, David Bol, Alvin Loke, Ofer Shacham
2021 — conf
Session 9 Overview: ML Processors From Cloud to Edge Machine Learning Subcommittee.
ISSCC
Sukhwan Lim, Luca Benini, Vivienne Sze
2021 J jnl
SmartHand: Towards Embedded Smart Hands for Prosthetic and Robotic Applications.
CoRR
Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini
2021 J jnl
Snitch: A Tiny Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads.
IEEE Trans. Computers
Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini
2021 J jnl
Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices.
CoRR
Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli, Michele Magno, Elisabetta Farella, Luca Benini
2021 J jnl
Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores.
IEEE Trans. Computers
Fabian Schuiki, Florian Zaruba, Torsten Hoefler, Luca Benini
2021 — conf
Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs.
ARCS
Fabio Montagna, Giuseppe Tagliavini, Davide Rossi, Angelo Garofalo, Luca Benini
2021 J jnl
Structural Health Monitoring system with Narrowband IoT and MEMS sensors.
CoRR
Flavio Di Nuzzo, Davide Brunelli, Tommaso Polonelli, Luca Benini
2021 J jnl
Sub-100 $\mu$W Multispectral Riemannian Classification for EEG-Based Brain-Machine Interfaces.
IEEE Trans. Biomed. Circuits Syst.
Xiaying Wang, Lukas Cavigelli, Tibor Schneider, Luca Benini
2021 A conf
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference.
ISLPED
Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino
2021 J jnl
The Predictable Execution Model in Practice: Compiling Real Applications for COTS Hardware.
ACM Trans. Embed. Comput. Syst.
Björn Forsberg, Marco Solieri, Marko Bertogna, Luca Benini, Andrea Marongiu
2021 C conf
Tiny-FPU: Low-Cost Floating-Point Support for Small RISC-V MCU Cores.
ISCAS
Luca Bertaccini, Matteo Perotti, Stefan Mach, Pasquale Davide Schiavone, Florian Zaruba, Luca Benini
2021 J jnl
TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition With Short Range Radars.
IEEE Internet Things J.
Moritz Scherer, Michele Magno, Jonas Erb, Philipp Mayer, Manuel Eggimann, Luca Benini
2021 — conf
To Buffer, or Not to Buffer? A Case Study on FFT Accelerators for Ultra-Low-Power Multicore Clusters.
ASAP
Luca Bertaccini, Luca Benini, Francesco Conti
2021 — conf
Towards Always-on Event-based Cameras for Long-lasting Battery-operated Smart Sensor Nodes.
I2MTC
Moritz Scherer, Philipp Mayer, Alfio Di Mauro, Michele Magno, Luca Benini
2021 — conf
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices.
BioCAS
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2021 J jnl
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices.
CoRR
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2021 J jnl
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach.
CoRR
Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini
2021 — conf
UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics.
EMBC
Christoph Leitner, Simone Benatti, Kirill Keller, Andrea Cossettini, Victor Javier Kartsch, Harald Penasso, Luca Benini, Francesco Greco, Christian Baumgartner
2021 J jnl
Vega: A 10-Core SoC for IoT End-Nodes with DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode.
CoRR
Davide Rossi, Francesco Conti, Manuel Eggimann, Alfio Di Mauro, Giuseppe Tagliavini, Stefan Mach, Marco Guermandi, Antonio Pullini, Igor Loi, Jie Chen, Eric Flamand, Luca Benini
2021 — conf
WindNode: A Long-Lasting And Long-Range Bluetooth Wireless Sensor Node for Pressure and Acoustic Monitoring on Wind Turbines.
ICPS
Raphael Fischer, Hanna Müller, Tommaso Polonelli, Luca Benini, Michele Magno
2021 J jnl
XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V Based IoT End Nodes.
IEEE Trans. Emerg. Top. Comput.
Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi
2021 C conf
XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V based IoT End Nodes.
ARITH
Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi
2021 — conf
sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller.
COINS
Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch Morinigo, Roberto Meattini, Gianluca Palli, Claudio Melchiorri, Luca Benini
2020 J jnl
A 0.5GHz 0.35mW LDO-Powered Constant-Slope Phase Interpolator with 0.22% INL.
CoRR
Ahmed Elnaqib, Hayate Okuhara, Taekwang Jang, Davide Rossi, Luca Benini
2020 — conf
A 4096-core RISC-V Chiplet Architecture for Ultra-efficient Floating-point Computing.
Hot Chips Symposium
Florian Zaruba, Fabian Schuiki, Luca Benini
2020 — conf
A Feature Reduction Strategy For Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices.
ISIE
Enrico Tabanelli, Davide Brunelli, Luca Benini
2020 J jnl
A Flexible, Low-Power Platform for UAV-Based Data Collection From Remote Sensors.
IEEE Access
Tommaso Polonelli, Yuan Qin, Eric M. Yeatman, Luca Benini, David E. Boyle
2020 — conf
A Low Power and Smart Power Unit for Kinetic Self-Sustainable Wearable Devices.
ICECS
Philipp Mayer, Michele Magno, Luca Benini
2020 — conf
A Mixed-Precision RISC-V Processor for Extreme-Edge DNN Inference.
ISVLSI
Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi
2020 J jnl
A Mixed-Precision RISC-V Processor for Extreme-Edge DNN Inference.
CoRR
Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi
2020 B conf
A Synergistic Approach to Predictable Compilation and Scheduling on Commodity Multi-Cores.
LCTES
Björn Forsberg, Maxim Mattheeuws, Andreas Kurth, Andrea Marongiu, Luca Benini
2020 J jnl
A transprecision floating-point cluster for efficient near-sensor data analytics.
CoRR
Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini
2020 J jnl
A2Event: A Micro-Watt Programmable Frequency-Time Detector for Always-On Energy-Neutral Sensing.
Sustain. Comput. Informatics Syst.
Philipp Mayer, Michele Magno, Luca Benini
2020 A* conf
ATUNs: Modular and Scalable Support for Atomic Operations in a Shared Memory Multiprocessor.
DAC
Andreas Kurth, Samuel Riedel, Florian Zaruba, Torsten Hoefler, Luca Benini
2020 J jnl
Always-On 674uW @ 4GOP/s Error Resilient Binary Neural Networks with Aggressive SRAM Voltage Scaling on a 22nm IoT End-Node.
CoRR
Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini
2020 J jnl
Always-On 674μ W@4GOP/s Error Resilient Binary Neural Networks With Aggressive SRAM Voltage Scaling on a 22-nm IoT End-Node.
IEEE Trans. Circuits Syst.
Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini
2020 — conf
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing.
MeMeA
Xiaying Wang, Michael Hersche, Batuhan Tömekce, Burak Kaya, Michele Magno, Luca Benini
2020 J jnl
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing.
CoRR
Xiaying Wang, Michael Hersche, Batuhan Tömekce, Burak Kaya, Michele Magno, Luca Benini
2020 C conf
An Energy-Efficient Low-Voltage Swing Transceiver for mW-Range IoT End-Nodes.
ISCAS
Hayate Okuhara, Ahmed Elnaqib, Davide Rossi, Alfio Di Mauro, Philipp Mayer, Pierpaolo Palestri, Luca Benini
2020 J jnl
An Energy-Efficient Low-Voltage Swing Transceiver for mW-Range IoT End-Nodes.
CoRR
Hayate Okuhara, Ahmed Elnaqib, Davide Rossi, Alfio Di Mauro, Philipp Mayer, Pierpaolo Palestri, Luca Benini
2020 C conf
An Energy-efficient Localization System for Imprecisely Positioned Sensor Nodes with Flying UAVs.
INDIN
Vlad Niculescu, Michele Magno, Daniele Palossi, Luca Benini
2020 J jnl
An Open-Source Platform for High-Performance Non-Coherent On-Chip Communication.
CoRR
Andreas Kurth, Wolfgang Rönninger, Thomas Benz, Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Luca Benini
2020 C conf
An Open-Source Scalable Thermal and Power Controller for HPC Processors.
ICCD
Giovanni Bambini, Robert Balas, Christian Conficoni, Andrea Tilli, Luca Benini, Simone Benatti, Andrea Bartolini
2020 J jnl
Ara: A 1-GHz+ Scalable and Energy-Efficient RISC-V Vector Processor With Multiprecision Floating-Point Support in 22-nm FD-SOI.
IEEE Trans. Very Large Scale Integr. Syst.
Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Michael Schaffner, Luca Benini
2020 J jnl
Arnold: an eFPGA-Augmented RISC-V SoC for Flexible and Low-Power IoT End-Nodes.
CoRR
Pasquale Davide Schiavone, Davide Rossi, Alfio Di Mauro, Frank K. Gürkaynak, Timothy Saxe, Mao Wang, Ket Chong Yap, Luca Benini
2020 J jnl
Automated Design Space Exploration for optimised Deployment of DNN on Arm Cortex-A CPUs.
CoRR
Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini
2020 A* conf
BYOC: A "Bring Your Own Core" Framework for Heterogeneous-ISA Research.
ASPLOS
Jonathan Balkind, Katie Lim, Michael Schaffner, Fei Gao, Grigory Chirkov, Ang Li, Alexey Lavrov, Tri M. Nguyen, Yaosheng Fu, Florian Zaruba, Kunal Gulati, Luca Benini, David Wentzlaff
2020 J jnl
Binarization Methods for Motor-Imagery Brain-Computer Interface Classification.
CoRR
Michael Hersche, Luca Benini, Abbas Rahimi
2020 J jnl
Binarization Methods for Motor-Imagery Brain-Computer Interface Classification.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Michael Hersche, Luca Benini, Abbas Rahimi
2020 — conf
Binary Models for Motor-Imagery Brain-Computer Interfaces: Sparse Random Projection and Binarized SVM.
AICAS
Michael Hersche, Luca Benini, Abbas Rahimi
2020 J jnl
Bonseyes AI Pipeline - Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools.
ACM Trans. Internet Things
Miguel de Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vállez, Andrew Anderson, David Gregg, Luca Benini, Tim Llewellynn, Nabil Ouerhani, Rozenn Dahyot, Nuria Pazos
2020 J jnl
BrightNet: A Deep CNN for OLED-Based Point of Care Immunofluorescent Diagnostic Systems.
IEEE Trans. Instrum. Meas.
Andrea Samore, Manuele Rusci, Damiana Lazzaro, Patrizia Melpignano, Luca Benini, Serena Morigi
2020 J jnl
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams.
IEEE Trans. Circuits Syst. Video Technol.
Lukas Cavigelli, Luca Benini
2020 J jnl
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices.
IEEE Trans. Circuits Syst. II Express Briefs
Alessandro Capotondi, Manuele Rusci, Marco Fariselli, Luca Benini
2020 J jnl
CUTIE: Beyond PetaOp/s/W Ternary DNN Inference Acceleration with Better-than-Binary Energy Efficiency.
CoRR
Moritz Scherer, Georg Rutishauser, Lukas Cavigelli, Luca Benini
2020 J jnl
ChewBaccaNN: A Flexible 223 TOPS/W BNN Accelerator.
CoRR
Renzo Andri, Geethan Karunaratne, Lukas Cavigelli, Luca Benini
2020 J jnl
Combining Learning and Optimization for Transprecision Computing.
CoRR
Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini, Michela Milano
2020 — conf
Combining learning and optimization for transprecision computing.
CF
Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini, Michela Milano
2020 A conf
Compressing Subject-specific Brain-Computer Interface Models into One Model by Superposition in Hyperdimensional Space.
DATE
Michael Hersche, Philipp Rupp, Luca Benini, Abbas Rahimi
2020 J jnl
Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications.
IEEE Trans. Parallel Distributed Syst.
Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini
2020 — conf
Design of an open-source bridge between non-coherent burst-based and coherent cache-line-based memory systems.
CF
Matheus A. Cavalcante, Andreas Kurth, Fabian Schuiki, Luca Benini
2020 B conf
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces.
SMC
Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini
2020 J jnl
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces.
CoRR
Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini
2020 — conf
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence.
ICECS
Francesco Daghero, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini, Enrico Macii, Massimo Poncino
2020 J jnl
Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters.
CoRR
Florian Glaser, Giuseppe Tagliavini, Davide Rossi, Germain Haugou, Qiuting Huang, Luca Benini
2020 A conf
Energy-Efficient Two-level Instruction Cache Design for an Ultra-Low-Power Multi-core Cluster.
DATE
Jie Chen, Igor Loi, Luca Benini, Davide Rossi
2020 — conf
Enhancing Structural Health Monitoring with Vehicle Identification and Tracking.
I2MTC
Alessio Burrello, Davide Brunelli, Marzia Malavisi, Luca Benini
2020 — conf
Evolvable Hyperdimensional Computing: Unsupervised Regeneration of Associative Memory to Recover Faulty Components.
AICAS
Michael Hersche, Sara Sangalli, Luca Benini, Abbas Rahimi
2020 — conf
Explainable Deep Learning for Medical Time Series Data.
MobiHealth
Thomas Frick, Stefan Glüge, Abbas Rahimi, Luca Benini, Thomas Brunschwiler
2020 A* conf
Extending the RISC-V ISA for Efficient RNN-based 5G Radio Resource Management.
DAC
Renzo Andri, Tomas Henriksson, Luca Benini
2020 J jnl
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things.
IEEE Internet Things J.
Xiaying Wang, Michele Magno, Lukas Cavigelli, Luca Benini
2020 J jnl
FPnew: An Open-Source Multi-Format Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing.
CoRR
Stefan Mach, Fabian Schuiki, Florian Zaruba, Luca Benini
2020 J jnl
FlexFloat: A Software Library for Transprecision Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Giuseppe Tagliavini, Andrea Marongiu, Luca Benini
2020 J jnl
Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings.
IEEE Trans. Biomed. Eng.
Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi
2020 J jnl
Improving Memory Utilization in Convolutional Neural Network Accelerators.
CoRR
Petar Jokic, Stéphane Emery, Luca Benini
2020 J jnl
Indirection Stream Semantic Register Architecture for Efficient Sparse-Dense Linear Algebra.
CoRR
Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini
2020 A conf
InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting.
DATE
Michele Magno, Xiaying Wang, Manuel Eggimann, Lukas Cavigelli, Luca Benini
2020 A conf
Integrating event-based dynamic vision sensors with sparse hyperdimensional computing: a low-power accelerator with online learning capability.
ISLPED
Michael Hersche, Edoardo Mello Rella, Alfio Di Mauro, Luca Benini, Abbas Rahimi
2020 J jnl
LLHD: A Multi-level Intermediate Representation for Hardware Description Languages.
CoRR
Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini
2020 A* conf
LLHD: a multi-level intermediate representation for hardware description languages.
PLDI
Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini
2020 — conf
Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers.
IoT Streams/ITEM@PKDD/ECML
Manuele Rusci, Marco Fariselli, Alessandro Capotondi, Luca Benini
2020 J jnl
Leveraging Automated Mixed-Low-Precision Quantization for tiny edge microcontrollers.
CoRR
Manuele Rusci, Marco Fariselli, Alessandro Capotondi, Luca Benini
2020 C conf
Live Demonstration: Exploiting Body-Biasing for Static Corner Trimming and Maximum Energy Efficiency Operation in 22nm FDX Technology.
ISCAS
Alfio Di Mauro, Florian Zaruba, Fabian Schuiki, Stefan Mach, Luca Benini
2020 J jnl
Manticore: A 4096-core RISC-V Chiplet Architecture for Ultra-efficient Floating-point Computing.
CoRR
Florian Zaruba, Fabian Schuiki, Luca Benini
2020 J jnl
MemPool: A Shared-L1 Memory Many-Core Cluster with a Low-Latency Interconnect.
CoRR
Matheus A. Cavalcante, Samuel Riedel, Antonio Pullini, Luca Benini
2020 — conf
Memory-Driven Mixed Low Precision Quantization for Enabling Deep Network Inference on Microcontrollers.
MLSys
Manuele Rusci, Alessandro Capotondi, Luca Benini
2020 — conf
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node.
SiPS
Leonardo Ravaglia, Manuele Rusci, Alessandro Capotondi, Francesco Conti, Lorenzo Pellegrini, Vincenzo Lomonaco, Davide Maltoni, Luca Benini
2020 J jnl
Memory-Latency-Accuracy Trade-offs for Continual Learning on a RISC-V Extreme-Edge Node.
CoRR
Leonardo Ravaglia, Manuele Rusci, Alessandro Capotondi, Francesco Conti, Lorenzo Pellegrini, Vincenzo Lomonaco, Davide Maltoni, Luca Benini
2020 B conf
Mixed-data-model heterogeneous compilation and OpenMP offloading.
CC
Andreas Kurth, Koen Wolters, Björn Forsberg, Alessandro Capotondi, Andrea Marongiu, Tobias Grosser, Luca Benini
2020 J jnl
Modular Design and Optimization of Biomedical Applications for Ultralow Power Heterogeneous Platforms.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Elisabetta De Giovanni, Fabio Montagna, Benoît W. Denkinger, Simone Machetti, Miguel Peón-Quirós, Simone Benatti, Davide Rossi, Luca Benini, David Atienza
2020 J jnl
NB-IoT Versus LoRaWAN: An Experimental Evaluation for Industrial Applications.
IEEE Trans. Ind. Informatics
Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini
2020 — conf
Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces.
AICAS
Pasquale Davide Schiavone, Davide Rossi, Yan Liu, Simone Benatti, Song Luan, Ian Williams, Luca Benini, Timothy G. Constandinou
2020 J jnl
Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni
2020 J jnl
Optimizing Temporal Convolutional Network inference on FPGA-based accelerators.
CoRR
Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni
2020 J jnl
Performance-Aware Predictive-Model-Based On-Chip Body-Bias Regulation Strategy for an ULP Multi-Core Cluster in 28nm UTBB FD-SOI.
CoRR
Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini
2020 J jnl
Performance-aware predictive-model-based on-chip body-bias regulation strategy for an ULP multi-core cluster in 28 nm UTBB FD-SOI.
Integr.
Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini
2020 — conf
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks.
Euro-Par Workshops
Alessio Burrello, Daniele Jahier Pagliari, Andrea Bartolini, Luca Benini, Enrico Macii, Massimo Poncino
2020 J jnl
Prevention of Microarchitectural Covert Channels on an Open-Source 64-bit RISC-V Core.
CoRR
Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Luca Benini, Gernot Heiser
2020 J jnl
PsPIN: A high-performance low-power architecture for flexible in-network compute.
CoRR
Salvatore Di Girolamo, Andreas Kurth, Alexandru Calotoiu, Thomas Benz, Timo Schneider, Jakub Beránek, Luca Benini, Torsten Hoefler
2020 B conf
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces.
SMARTCOMP
Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini
2020 J jnl
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces.
CoRR
Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini
2020 J jnl
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks.
CoRR
Lukas Cavigelli, Luca Benini
2020 J jnl
Robust High-dimensional Memory-augmented Neural Networks.
CoRR
Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2020 J jnl
Robust Identification of Thermal Models for In-Production High-Performance-Computing Clusters With Machine Learning-Based Data Selection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
2020 J jnl
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor.
IEEE Trans. Biomed. Circuits Syst.
Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch, Francesco Conti, Luca Benini
2020 J jnl
Robust navigation with tinyML for autonomous mini-vehicles.
CoRR
Miguel de Prado, Romain Donze, Alessandro Capotondi, Manuele Rusci, Serge Monnerat, Luca Benini, Nuria Pazos
2020 J jnl
Snitch: A 10 kGE Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads.
CoRR
Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini
2020 A conf
Sound event detection with binary neural networks on tightly power-constrained IoT devices.
ISLPED
Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli, Elisabetta Farella, Michele Magno, Luca Benini
2020 A conf
TRANSPIRE: An energy-efficient TRANSprecision floating-point Programmable archItectuRE.
DATE
Rohit Prasad, Satyajit Das, Kevin J. M. Martin, Giuseppe Tagliavini, Philippe Coussy, Luca Benini, Davide Rossi
2020 — conf
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks.
AICAS
Marcello Zanghieri, Simone Benatti, Francesco Conti, Alessio Burrello, Luca Benini
2020 C conf
The AMPERE Project: : A Model-driven development framework for highly Parallel and EneRgy-Efficient computation supporting multi-criteria optimization.
ISORC
Eduardo Quiñones, Sara Royuela, Claudio Scordino, Paolo Gai, Luís Miguel Pinho, Luís Nogueira, Jan Rollo, Tommaso Cucinotta, Alessandro Biondi, Arne Hamann, Dirk Ziegenbein, Hadi Saoud, Romain Soulat, Björn Forsberg, Luca Benini, Gianluca Mandò, Luigi Rucher
2020 J jnl
Thermal Model Identification of Computing Nodes in High-Performance Computing Systems.
IEEE Trans. Ind. Electron.
Roberto Diversi, Andrea Bartolini, Luca Benini
2020 J jnl
TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition with Short Range Radars.
CoRR
Moritz Scherer, Michele Magno, Jonas Erb, Philipp Mayer, Manuel Eggimann, Luca Benini
2020 — conf
Towards a compact, high-speed optical linkbased 3D optoacoustic imager.
IEEE SENSORS
Çagla Özsoy, Andrea Cossettini, Pascal Hager, Sergei Vostrikov, Xosé-Luís Dean-Ben, Luca Benini, Daniel Razansky
2020 — conf
Ultra-High Frequency (500 MHz) Capacitance Spectroscopy for Nanobiosensing.
IEEE SENSORS
Andrea Cossettini, Denis Brandalise, Pierpaolo Palestri, Alessandro Bertacchini, Michele Ramponi, Frans Widdershoven, Luca Benini, Luca Selmi
2020 — conf
Ultra-low energy pest detection for smart agriculture.
IEEE SENSORS
Davide Brunelli, Tommaso Polonelli, Luca Benini
2020 — conf
Using Low-Power, Low-Cost IoT Processors in Clinical Biosignal Research: an In-depth Feasibility Check.
EMBC
Victor Javier Kartsch, Fiorenzo Artoni, Simone Benatti, Silvestro Micera, Luca Benini
2020 A conf
XpulpNN: Accelerating Quantized Neural Networks on RISC-V Processors Through ISA Extensions.
DATE
Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Davide Rossi, Luca Benini
2020 J jnl
XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Network on RISC-V based IoT End Nodes.
CoRR
Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi
2020 — conf
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs.
COOL CHIPS
Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini
2020 J jnl
pAElla: Edge AI-Based Real-Time Malware Detection in Data Centers.
IEEE Internet Things J.
Antonio Libri, Andrea Bartolini, Luca Benini
2020 J jnl
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers.
CoRR
Antonio Libri, Andrea Bartolini, Luca Benini
2019 J jnl
5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory.
CoRR
Martino Dazzi, Abu Sebastian, Pier Andrea Francese, Thomas P. Parnell, Luca Benini, Evangelos Eleftheriou
2019 C conf
A 0.80pJ/flop, 1.24Tflop/sW 8-to-64 bit Transprecision Floating-Point Unit for a 64 bit RISC-V Processor in 22nm FD-SOI.
VLSI-SoC
Stefan Mach, Fabian Schuiki, Florian Zaruba, Luca Benini
2019 J jnl
A 64-mW DNN-Based Visual Navigation Engine for Autonomous Nano-Drones.
IEEE Internet Things J.
Daniele Palossi, Antonio Loquercio, Francesco Conti, Eric Flamand, Davide Scaramuzza, Luca Benini
2019 J jnl
A Broadband Multi-Mode Compressive Sensing Current Sensor SoC in 0.16 µm CMOS.
IEEE Trans. Circuits Syst. I Regul. Pap.
David E. Bellasi, Marco Crescentini, Domenico Cristaudo, Aldo Romani, Marco Tartagni, Luca Benini
2019 J jnl
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring.
CoRR
Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini
2019 J jnl
A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction Based on Canonical Correlation Analysis.
IEEE Internet Things J.
Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini
2019 — conf
A PULP-based Parallel Power Controller for Future Exascale Systems.
ICECS
Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini
2019 — conf
A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing.
IWASI
Manuel Eggimann, Stefan Mach, Michele Magno, Luca Benini
2019 J jnl
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets.
IEEE Trans. Computers
Fabian Schuiki, Michael Schaffner, Frank K. Gürkaynak, Luca Benini
2019 — conf
A multi-protocol system for configurable data streaming on IoT healthcare devices.
IWASI
Tommaso Polonelli, Davide Brunelli, Alberto Girolami, Gerardo Nahuel Demmi, Luca Benini
2019 J jnl
A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems.
Eng. Appl. Artif. Intell.
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019 J jnl
Adaptive EMG-based hand gesture recognition using hyperdimensional computing.
CoRR
Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, George Alexandrov, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Ana C. Arias, Luca Benini, Jan M. Rabaey
2019 J jnl
Additive Noise Annealing and Approximation Properties of Quantized Neural Networks.
CoRR
Matteo Spallanzani, Lukas Cavigelli, Gian Paolo Leonardi, Marko Bertogna, Luca Benini
2019 — conf
An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms.
ApplePies
Tommaso Polonelli, Daniele Battistini, Manuele Rusci, Davide Brunelli, Luca Benini
2019 J jnl
An Energy-Efficient Integrated Programmable Array Accelerator and Compilation Flow for Near-Sensor Ultralow Power Processing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Satyajit Das, Kevin J. M. Martin, Davide Rossi, Philippe Coussy, Luca Benini
2019 B conf
An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor.
SAS
Victor Javier Kartsch, Marco Guermandi, Simone Benatti, Fabio Montagna, Luca Benini
2019 B conf
An Open Source and Open Hardware Deep Learning-Powered Visual Navigation Engine for Autonomous Nano-UAVs.
DCOSS
Daniele Palossi, Francesco Conti, Luca Benini
2019 J jnl
An Open Source and Open Hardware Deep Learning-powered Visual Navigation Engine for Autonomous Nano-UAVs.
CoRR
Daniele Palossi, Francesco Conti, Luca Benini
2019 — conf
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing.
BioCAS
Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, Luca Benini, Jan M. Rabaey
2019 A* conf
Anomaly Detection Using Autoencoders in High Performance Computing Systems.
AAAI
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019 — conf
Anomaly Detection using Autoencoders in High Performance Computing Systems.
DDC@AI*IA
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019 A conf
Applications of Computation-In-Memory Architectures based on Memristive Devices.
DATE
Said Hamdioui, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Abu Sebastian, Manuel Le Gallo, Sandeep Pande, Siebren Schaafsma, Francky Catthoor, Shidhartha Das, Fernando García-Redondo, Geethan Karunaratne, Abbas Rahimi, Luca Benini
2019 J jnl
Ara: A 1 GHz+ Scalable and Energy-Efficient RISC-V Vector Processor with Multi-Precision Floating Point Support in 22 nm FD-SOI.
CoRR
Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Michael Schaffner, Luca Benini
2019 J jnl
BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform With a Nine-Core Processor and BLE Connectivity.
IEEE Trans. Biomed. Circuits Syst.
Victor Javier Kartsch, Giuseppe Tagliavini, Marco Guermandi, Simone Benatti, Davide Rossi, Luca Benini
2019 J jnl
COUNTDOWN Slack: a Run-time Library to Reduce Energy Footprint in Large-scale MPI Applications.
CoRR
Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini
2019 J jnl
Combining PREM compilation and static scheduling for high-performance and predictable MPSoC execution.
Parallel Comput.
Joel Matejka, Björn Forsberg, Michal Sojka, Premysl Sucha, Luca Benini, Andrea Marongiu, Zdenek Hanzálek
2019 A* conf
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration.
NeurIPS
Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2019 J jnl
Constrained deep neural network architecture search for IoT devices accounting hardware calibration.
CoRR
Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2019 Misc conf
DORY: Lightweight memory hierarchy management for deep NN inference on IoT endnodes: work-in-progress.
CODES+ISSS
Alessio Burrello, Francesco Conti, Angelo Garofalo, Davide Rossi, Luca Benini
2019 J jnl
Demo Abstract: Pible: Battery-Free Mote for Perpetual Indoor BLE Applications.
CoRR
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2019 A conf
Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA.
DATE
Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini
2019 J jnl
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators.
CoRR
Lukas Cavigelli, Georg Rutishauser, Luca Benini
2019 J jnl
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Lukas Cavigelli, Georg Rutishauser, Luca Benini
2019 — conf
EdgeEye: A Long-Range Energy-Efficient Vision Node For Long-Term Edge Computing.
IGSC
Simon Benninger, Michele Magno, Andres Gomez, Luca Benini
2019 J jnl
Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals.
Proc. IEEE
Abbas Rahimi, Pentti Kanerva, Luca Benini, Jan M. Rabaey
2019 — conf
EmbedUWB: Low Power Embedded High-Precision and Low Latency UWB Localization.
WF-IoT
Philipp Mayer, Michele Magno, Christoph Schnetzler, Luca Benini
2019 — conf
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways.
CF
Alessio Burrello, Alex Marchioni, Davide Brunelli, Luca Benini
2019 J jnl
Energy and power awareness in hardware schedulers for energy harvesting IoT SoCs.
Integr.
P. Anagnostou, Andres Gomez, Pascal A. Hager, Hamed Fatemi, José Pineda de Gyvez, Lothar Thiele, Luca Benini
2019 C conf
Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications.
INDIN
Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini
2019 J jnl
Exploring Shared Virtual Memory for FPGA Accelerators with a Configurable IOMMU.
IEEE Trans. Computers
Pirmin Vogel, Andrea Marongiu, Luca Benini
2019 — conf
Extended Bit-Plane Compression for Convolutional Neural Network Accelerators.
AICAS
Lukas Cavigelli, Luca Benini
2019 J jnl
Extending the Lifetime of Nano-Blimps via Dynamic Motor Control.
J. Signal Process. Syst.
Daniele Palossi, Andres Gomez, Stefan Draskovic, Andrea Marongiu, Lothar Thiele, Luca Benini
2019 J jnl
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things.
CoRR
Xiaying Wang, Michele Magno, Lukas Cavigelli, Luca Benini
2019 — conf
FANNCortexM: An Open Source Toolkit for Deployment of Multi-layer Neural Networks on ARM Cortex-M Family Microcontrollers : Performance Analysis with Stress Detection.
WF-IoT
Michele Magno, Lukas Cavigelli, Philipp Mayer, Ferdinand von Hagen, Luca Benini
2019 J jnl
FPGA Implementation of a Kalman-Based Motion Estimator for Levitated Nanoparticles.
IEEE Trans. Instrum. Meas.
Jiawei Liao, Michael Jost, Michael Schaffner, Michele Magno, Matthias Korb, Luca Benini, Felix Tebbenjohanns, René Reimann, Vijay Jain, Michael Gross, Andrei Militaru, Martin Frimmer, Lukás Novotný
2019 — conf
Frequency Assignment in High Performance Computing Systems.
AI*IA
Andrea Borghesi, Michela Milano, Luca Benini
2019 J jnl
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data.
CoRR
Xiaying Wang, Lukas Cavigelli, Manuel Eggimann, Michele Magno, Luca Benini
2019 J jnl
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory.
ACM J. Emerg. Technol. Comput. Syst.
Manuel Schmuck, Luca Benini, Abbas Rahimi
2019 A conf
Hardware-Accelerated Energy-Efficient Synchronization and Communication for Ultra-Low-Power Tightly Coupled Clusters.
DATE
Florian Glaser, Germain Haugou, Davide Rossi, Qiuting Huang, Luca Benini
2019 — conf
Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological Signals.
AICAS
En-Jui Chang, Abbas Rahimi, Luca Benini, An-Yeu Andy Wu
2019 J jnl
Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini
2019 J jnl
In-memory hyperdimensional computing.
CoRR
Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian
2019 A conf
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms.
DATE
Alessio Burrello, Lukas Cavigelli, Kaspar Schindler, Luca Benini, Abbas Rahimi
2019 A conf
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems.
DATE
Miguel de Prado, Nuria Pazos, Luca Benini
2019 — conf
LoRa vs. LoRa: In-Field Evaluation and Comparison For Long-Lifetime Sensor Nodes.
IWASI
Philipp Mayer, Michele Magno, Thomas Brunner, Luca Benini
2019 — conf
Low Power Embedded Gesture Recognition Using Novel Short-Range Radar Sensors.
IEEE SENSORS
Manuel Eggimann, Jonas Erb, Philipp Mayer, Michele Magno, Luca Benini
2019 J jnl
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On Microcontrollers.
CoRR
Manuele Rusci, Alessandro Capotondi, Luca Benini
2019 J jnl
Mr.Wolf: An Energy-Precision Scalable Parallel Ultra Low Power SoC for IoT Edge Processing.
IEEE J. Solid State Circuits
Antonio Pullini, Davide Rossi, Igor Loi, Giuseppe Tagliavini, Luca Benini
2019 — conf
NETWIS: A Scalable and Robust Body Sensor Network For Biomedical Application.
IWASI
Massimo Ballerini, Michele Magno, Davide Brunelli, Guido Cornai, Luca Benini
2019 — conf
NTX: A 260 Gflop/sW Streaming Accelerator for Oblivious Floating-Point Algorithms in 22 nm FD-SOI.
ISOCC
Fabian Schuiki, Michael Schaffner, Luca Benini
2019 A conf
NTX: An Energy-efficient Streaming Accelerator for Floating-point Generalized Reduction Workloads in 22 nm FD-SOI.
DATE
Fabian Schuiki, Michael Schaffner, Luca Benini
2019 J jnl
Network-Accelerated Non-Contiguous Memory Transfers.
CoRR
Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler
2019 A conf
Network-accelerated non-contiguous memory transfers.
SC
Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler
2019 — conf
On-line Testing for Autonomous Systems driven by RISC-V Processor Design Verification.
DFT
Annachiara Ruospo, Riccardo Cantoro, Ernesto Sánchez, Pasquale Davide Schiavone, Angelo Garofalo, Luca Benini
2019 — conf
Online Anomaly Detection in HPC Systems.
AICAS
Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini
2019 J jnl
Online Anomaly Detection in HPC Systems.
CoRR
Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini
2019 J jnl
Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing.
IEEE Trans. Biomed. Circuits Syst.
Simone Benatti, Fabio Montagna, Victor Javier Kartsch, Abbas Rahimi, Davide Rossi, Luca Benini
2019 J jnl
Optimally Scheduling CNN Convolutions for Efficient Memory Access.
CoRR
Arthur Stoutchinin, Francesco Conti, Luca Benini
2019 — conf
Optimization and deployment of CNNs at the edge: the ALOHA experience.
CF
Paolo Meloni, Daniela Loi, Paola Busia, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Todor P. Stefanov, Svetlana Minakova, Francesco Conti, Luca Benini, Maura Pintor, Battista Biggio, Bernhard Moser, Natalia Shepeleva, Nikos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
2019 — conf
PULP-NN: A Computing Library for Quantized Neural Network inference at the edge on RISC-V Based Parallel Ultra Low Power Clusters.
ICECS
Angelo Garofalo, Manuele Rusci, Francesco Conti, Davide Rossi, Luca Benini
2019 J jnl
PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors.
CoRR
Angelo Garofalo, Manuele Rusci, Francesco Conti, Davide Rossi, Luca Benini
2019 — conf
Paving the Way Toward Energy-Aware and Automated Datacentre.
ICPP Workshops
Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, Carlo Cavazzoni
2019 — conf
Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning.
PASC
Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni
2019 J jnl
Pricing schemes for energy-efficient HPC systems: Design and exploration.
Int. J. High Perform. Comput. Appl.
Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini
2019 — conf
Secure Near-Sensor Analytics: the PULP approach.
IWASI
Luca Benini
2019 J jnl
Self-Sustainable Smart Ring for Long-Term Monitoring of Blood Oxygenation.
IEEE Access
Michele Magno, Giovanni A. Salvatore, Petar Jokic, Luca Benini
2019 J jnl
Self-Sustaining Acoustic Sensor With Programmable Pattern Recognition for Underwater Monitoring.
IEEE Trans. Instrum. Meas.
Philipp Mayer, Michele Magno, Luca Benini
2019 J jnl
Slotted ALOHA on LoRaWAN - Design, Analysis, and Deployment.
CoRR
Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini
2019 J jnl
Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment.
Sensors
Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini
2019 J jnl
SmarTEG: An Autonomous Wireless Sensor Node for High Accuracy Accelerometer-Based Monitoring.
Sensors
Michele Magno, Lukas Sigrist, Andres Gomez, Lukas Cavigelli, Antonio Libri, Emanuel M. Popovici, Luca Benini
2019 J jnl
Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores.
CoRR
Fabian Schuiki, Florian Zaruba, Torsten Hoefler, Luca Benini
2019 J jnl
StreamDrive: a Dynamic Dataflow Framework for Clustered Embedded Architectures.
J. Signal Process. Syst.
Arthur Stoutchinin, Luca Benini
2019 C conf
Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach.
PDP
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Imane Lasri, Antonio Libri, Candida Manelfi, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali
2019 A conf
Taming Data Caches for Predictable Execution on GPU-based SoCs.
DATE
Björn Forsberg, Luca Benini, Andrea Marongiu
2019 J jnl
The ANTAREX Domain Specific Language for High Performance Computing.
CoRR
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Katerina Slaninová, Emanuele Vitali
2019 J jnl
The ANTAREX domain specific language for high performance computing.
Microprocess. Microsystems
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Emanuele Vitali
2019 J jnl
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-Ready 1.7-GHz 64-Bit RISC-V Core in 22-nm FDSOI Technology.
IEEE Trans. Very Large Scale Integr. Syst.
Florian Zaruba, Luca Benini
2019 J jnl
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-ready 1.7GHz 64bit RISC-V Core in 22nm FDSOI Technology.
CoRR
Florian Zaruba, Luca Benini
2019 — conf
The Floating Point Trinity: A Multi-modal Approach to Extreme Energy-Efficiency and Performance.
ICECS
Florian Zaruba, Fabian Schuiki, Stefan Mach, Luca Benini
2019 — conf
Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions.
HPCSE
Mohsen Seyedkazemi Ardebili, Carlo Cavazzoni, Luca Benini, Andrea Bartolini
2019 C conf
Towards a Wearable Interface for Food Quality Grading Through ERP Analysis.
ISCAS
Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini
2019 J jnl
Towards a Wearable Interface for Food Quality Grading through ERP Analysis.
CoRR
Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini
2019 — conf
Ultra Low-Power Drowsiness Detection System with BioWolf.
NER
Victor Javier Kartsch, Simone Benatti, Marco Guermandi, Fabio Montagna, Luca Benini
2019 J jnl
Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications.
Sensors
Christoph Leitner, Pascal A. Hager, Harald Penasso, Markus Tilp, Luca Benini, Christian Peham, Christian Baumgartner
2018 J jnl
A 0.45-0.7 V 1-6 Gb/s 0.29-0.58 pJ/b Source-Synchronous Transceiver Using Near-Threshold Operation.
IEEE J. Solid State Circuits
Woo-Seok Choi, Guanghua Shu, Mrunmay Talegaonkar, Yubo Liu, Da Wei, Luca Benini, Pavan Kumar Hanumolu
2018 J jnl
A 2.2-µW Cognitive Always-On Wake-Up Circuit for Event-Driven Duty-Cycling of IoT Sensor Nodes.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Giovanni Rovere, Schekeb Fateh, Luca Benini
2018 — conf
A Cost-Effective Embedded Platform for Scalable Multichannel Biopotential Acquisition.
BODYNETS
Simone Benatti, Marco Guermandi, Luca Benini
2018 J jnl
A Heterogeneous Multicore System on Chip for Energy Efficient Brain Inspired Computing.
IEEE Trans. Circuits Syst. II Express Briefs
Antonio Pullini, Francesco Conti, Davide Rossi, Igor Loi, Michael Gautschi, Luca Benini
2018 — conf
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring.
ApplePies
Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini
2018 J jnl
A Multi-Sensor and Parallel Processing SoC for Miniaturized Medical Instrumentation.
IEEE J. Solid State Circuits
Philipp Schönle, Florian Glaser, Thomas Burger, Giovanni Rovere, Luca Benini, Qiuting Huang
2018 — conf
A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production.
HPCS
Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini
2018 J jnl
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets.
CoRR
Fabian Schuiki, Michael Schaffner, Frank K. Gürkaynak, Luca Benini
2018 — conf
A Self-Sustaining Micro-Watt Programmable Smart Audio Sensor for Always-On Sensing.
IGSC
Michele Magno, Philipp Mayer, Luca Benini
2018 C conf
A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing.
ISCAS
Stefan Mach, Davide Rossi, Giuseppe Tagliavini, Andrea Marongiu, Luca Benini
2018 — conf
A Wearable Device for Brain-Machine Interaction with Augmented Reality Head-Mounted Display.
BODYNETS
Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini
2018 J jnl
A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems.
Inf. Fusion
Victor Javier Kartsch, Simone Benatti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini
2018 A conf
A transprecision floating-point platform for ultra-low power computing.
DATE
Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini
2018 — conf
ALOHA: an architectural-aware framework for deep learning at the edge.
INTESA@ESWEEK
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Bernhard Moser, Natalia Shepeleva, Francesco Conti, Luca Benini, Oscar Ripolles, David Solans, Maura Pintor, Battista Biggio, Todor P. Stefanov, Svetlana Minakova, Nikolaos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
2018 C conf
ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing.
DSD
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Davide Gadioli, Martin Golasowski, Imane Lasri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali
2018 — conf
Always-ON visual node with a hardware-software event-based binarized neural network inference engine.
CF
Manuele Rusci, Davide Rossi, Eric Flamand, Massimo Gottardi, Elisabetta Farella, Luca Benini
2018 C conf
An 826 MOPS, 210uW/MHz Unum ALU in 65 nm.
ISCAS
Florian Glaser, Stefan Mach, Abbas Rahimi, Frank K. Gürkaynak, Qiuting Huang, Luca Benini
2018 C conf
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
ISCAS
Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey
2018 J jnl
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
CoRR
Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey
2018 J jnl
An Energy Efficient E-Skin Embedded System for Real-Time Tactile Data Decoding.
J. Low Power Electron.
Michele Magno, Ali Ibrahim, Antonio Pullini, Maurizio Valle, Luca Benini
2018 C conf
An Open-Source Verification Framework for Open-Source Cores: A RISC-V Case Study.
VLSI-SoC
Pasquale Davide Schiavone, Ernesto Sánchez, Annachiara Ruospo, Francesco Minervini, Florian Zaruba, Germain Haugou, Luca Benini
2018 C conf
An accurate low-cost Crackmeter with LoRaWAN communication and energy harvesting capability.
ETFA
Tommaso Polonelli, Davide Brunelli, Marco Guermandi, Luca Benini
2018 B conf
An accurate system for optimal state estimation of a levitated nanoparticle.
SAS
Michael Jost, Michael Schaffner, Michele Magno, Matthias Korb, Luca Benini, René Reimann, Vijay Jain, Michael Gross, Andrei Militaru, Martin Frimmer, Lukás Novotný
2018 J jnl
Anomaly Detection using Autoencoders in High Performance Computing Systems.
CoRR
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2018 — conf
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project.
ICM
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Maura Pintor, Battista Biggio, Oscar Ripolles, David Solans, Francesco Conti, Luca Benini, Todor P. Stefanov, Svetlana Minakova, Bernhard Moser, Natalia Shepeleva, Michael Masin, Francesca Palumbo, Nikos Fragoulis, Ilias Theodorakopoulos
2018 — conf
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox.
CF
Cristina Silvano, Gianluca Palermo, Giovanni Agosta, Amir H. Ashouri, Davide Gadioli, Stefano Cherubin, Emanuele Vitali, Luca Benini, Andrea Bartolini, Daniele Cesarini, João M. P. Cardoso, João Bispo, Pedro Pinto, Ricardo Nobre, Erven Rohou, Loïc Besnard, Imane Lasri, Nico Sanna, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Katerina Slaninová, Martin Golasowski, Andrea Rosario Beccari, Candida Manelfi
2018 — conf
BinaryEye: A 20 kfps Streaming Camera System on FPGA with Real-Time On-Device Image Recognition Using Binary Neural Networks.
SIES
Petar Jokic, Stéphane Emery, Luca Benini
2018 J jnl
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams.
CoRR
Lukas Cavigelli, Luca Benini
2018 J jnl
COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives.
CoRR
Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
2018 — conf
COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives.
ANDARE@PACT
Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
2018 — conf
Chipmunk: A systolically scalable 0.9 mm
CICC
Francesco Conti, Lukas Cavigelli, Gianna Paulin, Igor Susmelj, Luca Benini
2018 — conf
Combining LoRa and RTK to achieve a high precision self-sustaining geo-localization system: poster abstract.
IPSN
Michele Magno, Stefan Rickli, Josefine Quack, Oliver Brunecker, Luca Benini
2018 — conf
Combining PREM compilation and ILP scheduling for high-performance and predictable MPSoC execution.
PMAM@PPoPP
Joel Matejka, Björn Forsberg, Michal Sojka, Zdenek Hanzálek, Luca Benini, Andrea Marongiu
2018 B conf
Combining microbial fuel cell and ultra-low power event-driven audio detector for zero-power sensing in underwater monitoring.
SAS
Philipp Mayer, Michele Magno, Luca Benini
2018 C conf
Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity?
ISCAS
Manuele Rusci, Lukas Cavigelli, Luca Benini
2018 J jnl
Design and Evaluation of a Low-Power Sensor Device for Induced Rockfall Experiments.
IEEE Trans. Instrum. Meas.
Andrin Caviezel, Michael Schaffner, Lukas Cavigelli, Pascal Niklaus, Yves Bühler, Perry Bartelt, Michele Magno, Luca Benini
2018 J jnl
Dwarf in a Giant: Enabling Scalable, High-Resolution HPC Energy Monitoring for Real-Time Profiling and Analytics.
CoRR
Antonio Libri, Andrea Bartolini, Luca Benini
2018 J jnl
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy.
CoRR
Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2018 J jnl
Efficient, Long-Term Logging of Rich Data Sensors Using Transient Sensor Nodes.
ACM Trans. Embed. Comput. Syst.
Andres Gomez, Lukas Sigrist, Thomas Schalch, Luca Benini, Lothar Thiele
2018 — conf
Embedded Classification of Local Field Potentials Recorded from Rat Barrel Cortex with Implanted Multi-Electrode Array.
BioCAS
Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini
2018 A conf
Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not?
DATE
Ali Pahlevan, Yasir Mahmood Qureshi, Marina Zapater, Andrea Bartolini, Davide Rossi, Luca Benini, David Atienza
2018 J jnl
Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway.
IEEE Trans. Emerg. Top. Comput.
Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
2018 — conf
Evaluation of NTP/PTP fine-grain synchronization performance in HPC clusters.
ANDARE@PACT
Antonio Libri, Andrea Bartolini, Daniele Cesarini, Luca Benini
2018 J jnl
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces.
CoRR
Michael Hersche, José del R. Millán, Luca Benini, Abbas Rahimi
2018 J jnl
Extended Bit-Plane Compression for Convolutional Neural Network Accelerators.
CoRR
Lukas Cavigelli, Luca Benini
2018 — conf
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features.
EUSIPCO
Michael Hersche, Tino Rellstab, Pasquale Davide Schiavone, Lukas Cavigelli, Luca Benini, Abbas Rahimi
2018 — conf
GAP-8: A RISC-V SoC for AI at the Edge of the IoT.
ASAP
Eric Flamand, Davide Rossi, Francesco Conti, Igor Loi, Antonio Pullini, Florent Rotenberg, Luca Benini
2018 — conf
HERO: an open-source research platform for HW/SW exploration of heterogeneous manycore systems.
ANDARE@PACT
Andreas Kurth, Alessandro Capotondi, Pirmin Vogel, Luca Benini, Andrea Marongiu
2018 J jnl
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory.
CoRR
Manuel Schmuck, Luca Benini, Abbas Rahimi
2018 J jnl
Hardware Transactional Memory Exploration in Coherence-Free Many-Core Architectures.
Int. J. Parallel Program.
Dimitra Papagiannopoulou, Andrea Marongiu, Tali Moreshet, Luca Benini, Maurice Herlihy, R. Iris Bahar
2018 A conf
HePREM: Enabling predictable GPU execution on heterogeneous SoC.
DATE
Björn Forsberg, Luca Benini, Andrea Marongiu
2018 A conf
High speed ASIC implementations of leakage-resilient cryptography.
DATE
Robert Schilling, Thomas Unterluggauer, Stefan Mangard, Frank K. Gürkaynak, Michael Muehlberghuber, Luca Benini
2018 C conf
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS.
ISCAS
Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini
2018 — conf
Hyperdrive: A Systolically Scalable Binary-Weight CNN Inference Engine for mW IoT End-Nodes.
ISVLSI
Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini
2018 J jnl
Hyperdrive: A Systolically Scalable Binary-Weight CNN Inference Engine for mW IoT End-Nodes.
CoRR
Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini
2018 B conf
KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs.
WiMob
Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini
2018 J jnl
KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs.
CoRR
Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini
2018 J jnl
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems.
CoRR
Miguel de Prado, Nuria Pazos, Luca Benini
2018 J jnl
Leveraging Energy Harvesting and Wake-Up Receivers for Long-Term Wireless Sensor Networks.
Sensors
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
2018 J jnl
Lightweight IO virtualization on MPU enabled microcontrollers.
SIGBED Rev.
Francesco Paci, Davide Brunelli, Luca Benini
2018 C conf
Live Demonstration: Body-Bias Based Performance Monitoring and Compensation for a Near-Threshold Multi-Core Cluster in 28nm FD-SOI Technology.
ISCAS
Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini
2018 J jnl
Long-short range communication network leveraging LoRa™ and wake-up receiver.
Microprocess. Microsystems
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Mickaël Le Gentil, Olivier Berder, Luca Benini
2018 C conf
Modal Analysis of Structures with Low-cost Embedded Systems.
ISCAS
Alberto Girolami, Federica Zonzini, Luca De Marchi, Davide Brunelli, Luca Benini
2018 — conf
Mr. Wolf: A 1 GFLOP/s Energy-Proportional Parallel Ultra Low Power SoC for IOT Edge Processing.
ESSCIRC
Antonio Pullini, Davide Rossi, Igor Loi, Alfio Di Mauro, Luca Benini
2018 J jnl
NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs.
ACM Trans. Reconfigurable Technol. Syst.
Paolo Meloni, Alessandro Capotondi, Gianfranco Deriu, Michele Brian, Francesco Conti, Davide Rossi, Luigi Raffo, Luca Benini
2018 J jnl
NTX: An Energy-efficient Streaming Accelerator for Floating-point Generalized Reduction Workloads in 22nm FD-SOI.
CoRR
Fabian Schuiki, Michael Schaffner, Luca Benini
2018 — conf
Nanowatt Wake-Up Radios: Discrete-Components and Integrated Architectures.
ICECS
Alessia Maria Elgani, Michele Magno, Francesco Renzini, Luca Perilli, Eleonora Franchi Scarselli, Antonio Gnudi, Roberto Canegallo, Giulio Ricotti, Luca Benini
2018 J jnl
Neurostream: Scalable and Energy Efficient Deep Learning with Smart Memory Cubes.
IEEE Trans. Parallel Distributed Syst.
Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini
2018 C conf
On the Cost of Freedom From Interference in Heterogeneous SoCs.
SCOPES
Björn Forsberg, Luca Benini, Andrea Marongiu
2018 J jnl
On the Feasibility of FPGA Acceleration of Molecular Dynamics Simulations.
CoRR
Michael Schaffner, Luca Benini
2018 J jnl
On-Demand LoRa: Asynchronous TDMA for Energy Efficient and Low Latency Communication in IoT.
Sensors
Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini
2018 B conf
On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver.
WiMob
Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini
2018 J jnl
On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver.
CoRR
Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini
2018 — conf
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing.
BioCAS
Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi
2018 J jnl
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing.
CoRR
Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi
2018 J jnl
Optimizing memory bandwidth exploitation for OpenVX applications on embedded many-core accelerators.
J. Real Time Image Process.
Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini
2018 A* conf
PULP-HD: accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform.
DAC
Fabio Montagna, Abbas Rahimi, Simone Benatti, Davide Rossi, Luca Benini
2018 J jnl
Pible: Battery-Free Mote for Perpetual Indoor BLE Applications.
CoRR
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2018 — conf
Pible: battery-free mote for perpetual indoor BLE applications.
BuildSys
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2018 — conf
Pible: battery-free mote for perpetual indoor BLE applications: demo abstract.
BuildSys
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
2018 J jnl
Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration.
CoRR
Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini
2018 J jnl
QUENN: QUantization Engine for low-power Neural Networks.
CoRR
Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos
2018 — conf
QUENN: QUantization engine for low-power neural networks.
CF
Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos
2018 J jnl
Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer.
IEEE Trans. Parallel Distributed Syst.
Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
2018 Misc conf
Quantized NNs as the definitive solution for inference on low-power ARM MCUs?: work-in-progress.
CODES+ISSS
Manuele Rusci, Alessandro Capotondi, Francesco Conti, Luca Benini
2018 C conf
Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor.
HealthCom
Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini
2018 J jnl
Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection.
CoRR
Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
2018 J jnl
Runtime Support for Multiple Offload-Based Programming Models on Clustered Manycore Accelerators.
IEEE Trans. Emerg. Top. Comput.
Alessandro Capotondi, Andrea Marongiu, Luca Benini
2018 C conf
Scalable and Efficient Virtual Memory Sharing in Heterogeneous SoCs with TLB Prefetching and MMU-Aware DMA Engine.
ICCD
Andreas Kurth, Pirmin Vogel, Andrea Marongiu, Luca Benini
2018 J jnl
Scalable and Efficient Virtual Memory Sharing in Heterogeneous SoCs with TLB Prefetching and MMU-Aware DMA Engine.
CoRR
Andreas Kurth, Pirmin Vogel, Andrea Marongiu, Luca Benini
2018 J jnl
Scheduling-based power capping in high performance computing systems.
Sustain. Comput. Informatics Syst.
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2018 C conf
Slotted ALOHA Overlay on LoRaWAN - A Distributed Synchronization Approach.
EUC
Tommaso Polonelli, Davide Brunelli, Luca Benini
2018 J jnl
Slotted ALOHA Overlay on LoRaWAN: a Distributed Synchronization Approach.
CoRR
Tommaso Polonelli, Davide Brunelli, Luca Benini
2018 C conf
Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester.
ISCAS
Victor Javier Kartsch, Simone Benatti, Mattia Mancini, Michele Magno, Luca Benini
2018 C conf
Sub-mW multi-Gbps chip-to-chip communication Links for Ultra-Low Power IoT end-nodes.
ISCAS
Martino Dazzi, Pierpaolo Palestri, Davide Rossi, Andrea Bandiziol, Igor Loi, David E. Bellasi, Luca Benini
2018 J jnl
Synergistic HW/SW Approximation Techniques for Ultralow-Power Parallel Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Giuseppe Tagliavini, Davide Rossi, Andrea Marongiu, Luca Benini
2018 J jnl
The Quest for Energy-Efficient I$ Design in Ultra-Low-Power Clustered Many-Cores.
IEEE Trans. Multi Scale Comput. Syst.
Igor Loi, Alessandro Capotondi, Davide Rossi, Andrea Marongiu, Luca Benini
2018 — conf
Thermal image-based CNN's for ultra-low power people recognition.
CF
Andres Gomez, Francesco Conti, Luca Benini
2018 — conf
Torpor: A Power-Aware HW Scheduler for Energy Harvesting IoT SoCs.
PATMOS
P. Anagnostou, Andres Gomez, Pascal A. Hager, Hamed Fatemi, José Pineda de Gyvez, Lothar Thiele, Luca Benini
2018 J jnl
Towards Edge-Aware Spatio-Temporal Filtering in Real-Time.
IEEE Trans. Image Process.
Michael Schaffner, Florian Scheidegger, Lukas Cavigelli, Hubert Kaeslin, Luca Benini, Aljosa Smolic
2018 J jnl
Ultra Low Power Deep-Learning-powered Autonomous Nano Drones.
CoRR
Daniele Palossi, Antonio Loquercio, Francesco Conti, Eric Flamand, Davide Scaramuzza, Luca Benini
2018 J jnl
XNOR Neural Engine: A Hardware Accelerator IP for 21.6-fJ/op Binary Neural Network Inference.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Francesco Conti, Pasquale Davide Schiavone, Luca Benini
2018 J jnl
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference.
CoRR
Francesco Conti, Pasquale Davide Schiavone, Luca Benini
2018 J jnl
XNORBIN: A 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks.
CoRR
Andrawes Al Bahou, Geethan Karunaratne, Renzo Andri, Lukas Cavigelli, Luca Benini
2018 — conf
XNORBIN: A 95 TOp/s/W hardware accelerator for binary convolutional neural networks.
COOL CHIPS
Andrawes Al Bahou, Geethan Karunaratne, Renzo Andri, Lukas Cavigelli, Luca Benini
2018 J jnl
YodaNN: An Architecture for Ultralow Power Binary-Weight CNN Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini
2017 C conf
A 142MOPS/mW integrated programmable array accelerator for smart visual processing.
ISCAS
Satyajit Das, Davide Rossi, Kevin J. M. Martin, Philippe Coussy, Luca Benini
2017 — conf
A 2.1 μW event-driven wake-up circuit based on a level-crossing ADC for pattern recognition in healthcare.
BioCAS
Giovanni Rovere, Schekeb Fateh, Luca Benini
2017 J jnl
A Generic Framework for Modeling MAC Protocols in Wireless Sensor Networks.
IEEE/ACM Trans. Netw.
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
2017 J jnl
A Hybrid Instruction Prefetching Mechanism for Ultra Low-Power Multicore Clusters.
IEEE Embed. Syst. Lett.
Maryam Payami, Erfan Azarkhish, Igor Loi, Luca Benini
2017 J jnl
A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies.
Sensors
Simone Benatti, Bojan Milosevic, Elisabetta Farella, Emanuele Gruppioni, Luca Benini
2017 J jnl
A Self-Aware Architecture for PVT Compensation and Power Nap in Near Threshold Processors.
IEEE Des. Test
Davide Rossi, Igor Loi, Antonio Pullini, Thomas Christoph Müller, Andreas Burg, Francesco Conti, Luca Benini, Philippe Flatresse
2017 J jnl
A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering.
IEEE Internet Things J.
Manuele Rusci, Davide Rossi, Elisabetta Farella, Luca Benini
2017 J jnl
A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing.
IEEE Trans. Computers
Rubén Braojos, Daniele Bortolotti, Andrea Bartolini, Giovanni Ansaloni, Luca Benini, David Atienza
2017 J jnl
A Transprecision Floating-Point Platform for Ultra-Low Power Computing.
CoRR
Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini
2017 — conf
A multi-sensor and parallel processing SoC for wearable and implantable telemetry systems.
ESSCIRC
Philipp Schönle, Giovanni Rovere, Florian Glaser, Jonathan Bosser, Noé Brun, X. Han, Thomas Burger, Schekeb Fateh, Q. Wang, Luca Benini, Qiuting Huang
2017 A conf
A scan-chain based state retention methodology for IoT processors operating on intermittent energy.
DATE
Pascal Alexander Hager, Hamed Fatemi, José Pineda de Gyvez, Luca Benini
2017 — conf
A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC.
IWASI
Simone Benatti, Giovanni Rovere, Jonathan Bosser, Fabio Montagna, Elisabetta Farella, Horian Glaser, Philipp Schönle, Thomas Burger, Schekeb Fateh, Qiuting Huang, Luca Benini
2017 J jnl
A sub-mW IoT-endnode for always-on visual monitoring and smart triggering.
CoRR
Manuele Rusci, Davide Rossi, Elisabetta Farella, Luca Benini
2017 — conf
A wearable EEG-based drowsiness detection system with blink duration and alpha waves analysis.
NER
Victor Javier Kartsch, Simone Benatti, Davide Rossi, Luca Benini
2017 C conf
A wide tuning-range ADFLL for mW-SoCs with dithering-enhanced accuracy in 65 nm CMOS.
ISCAS
David E. Bellasi, Philipp Schönle, Qiuting Huang, Luca Benini
2017 J jnl
Accelerated Visual Context Classification on a Low-Power Smartwatch.
IEEE Trans. Hum. Mach. Syst.
Francesco Conti, Daniele Palossi, Renzo Andri, Michele Magno, Luca Benini
2017 J jnl
An 826 MOPS, 210 uW/MHz Unum ALU in 65 nm.
CoRR
Florian Glaser, Stefan Mach, Abbas Rahimi, Frank K. Gürkaynak, Qiuting Huang, Luca Benini
2017 J jnl
An Extended Shared Logarithmic Unit for Nonlinear Function Kernel Acceleration in a 65-nm CMOS Multicore Cluster.
IEEE J. Solid State Circuits
Michael Gautschi, Michael Schaffner, Frank K. Gürkaynak, Luca Benini
2017 J jnl
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics.
IEEE Trans. Circuits Syst. I Regul. Pap.
Francesco Conti, Robert Schilling, Pasquale Davide Schiavone, Antonio Pullini, Davide Rossi, Frank Kagan Gürkaynak, Michael Muehlberghuber, Michael Gautschi, Igor Loi, Germain Haugou, Stefan Mangard, Luca Benini
2017 A* conf
An Ultra-Low Power Address-Event Sensor Interface for Energy-Proportional Time-to-Information Extraction.
DAC
Alfio Di Mauro, Francesco Conti, Luca Benini
2017 — conf
Approximate DIV and SQRT instructions for the RISC-V ISA: An efficiency vs. accuracy analysis.
PATMOS
Lei Li, Michael Gautschi, Luca Benini
2017 — conf
Benefits in Relaxing the Power Capping Constraint.
ANDARE@PACT
Daniele Cesarini, Andrea Bartolini, Luca Benini
2017 B conf
CAS-CNN: A deep convolutional neural network for image compression artifact suppression.
IJCNN
Lukas Cavigelli, Pascal Hager, Luca Benini
2017 — conf
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data.
ICDSC
Lukas Cavigelli, Philippe Degen, Luca Benini
2017 J jnl
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data.
CoRR
Lukas Cavigelli, Philippe Degen, Luca Benini
2017 J jnl
Chipmunk: A Systolically Scalable 0.9 mm
CoRR
Francesco Conti, Lukas Cavigelli, Gianna Paulin, Igor Susmelj, Luca Benini
2017 A conf
Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools.
DATE
Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
2017 — conf
Deep structured features for semantic segmentation.
EUSIPCO
Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini
2017 — conf
DeepEmote: Towards multi-layer neural networks in a low power wearable multi-sensors bracelet.
IWASI
Michele Magno, Michael Pritz, Philipp Mayer, Luca Benini
2017 J jnl
Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity?
CoRR
Manuele Rusci, Lukas Cavigelli, Luca Benini
2017 — conf
Design of an Energy Aware Petaflops Class High Performance Cluster Based on Power Architecture.
IPDPS Workshops
Wissam Abu Ahmad, Andrea Bartolini, Francesco Beneventi, Luca Benini, Andrea Borghesi, Marco Cicala, Privato Forestieri, Cosimo Gianfreda, Daniele Gregori, Antonio Libri, Filippo Spiga, Simone Tinti
2017 J jnl
Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging.
IEEE Trans. Biomed. Circuits Syst.
Aya Ibrahim, Pascal A. Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Luca Benini, Giovanni De Micheli
2017 J jnl
Efficient Virtual Memory Sharing via On-Accelerator Page Table Walking in Heterogeneous Embedded SoCs.
ACM Trans. Embed. Comput. Syst.
Pirmin Vogel, Andreas Kurth, Johannes Weinbuch, Andrea Marongiu, Luca Benini
2017 — conf
Efficient mapping of CDFG onto coarse-grained reconfigurable array architectures.
ASP-DAC
Satyajit Das, Kevin J. M. Martin, Philippe Coussy, Davide Rossi, Luca Benini
2017 J jnl
Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals.
IEEE Trans. Biomed. Circuits Syst.
Fabio Pareschi, Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti
2017 — conf
Energy Efficient System for Tactile Data Decoding Using an Ultra-Low Power Parallel Platform.
NGCAS
Michele Magno, Ali Ibrahim, Antonio Pullini, Maurizio Valle, Luca Benini
2017 — conf
Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node.
PARCO
Daniele Cesarini, Andrea Bartolini, Luca Benini
2017 J jnl
Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network.
Mob. Networks Appl.
Michele Magno, Tommaso Polonelli, Filippo Casamassima, Andres Gomez, Elisabetta Farella, Luca Benini
2017 J jnl
Energy-Efficient Near-Threshold Parallel Computing: The PULPv2 Cluster.
IEEE Micro
Davide Rossi, Antonio Pullini, Igor Loi, Michael Gautschi, Frank Kagan Gürkaynak, Adam Teman, Jeremy Constantin, Andreas Burg, Ivan Miro Panades, Edith Beigné, Fabien Clermidy, Philippe Flatresse, Luca Benini
2017 Misc conf
GPU-Accelerated Real-Time Path Planning and the Predictable Execution Model.
ICCS
Björn Forsberg, Daniele Palossi, Andrea Marongiu, Luca Benini
2017 A conf
GPUguard: Towards supporting a predictable execution model for heterogeneous SoC.
DATE
Björn Forsberg, Andrea Marongiu, Luca Benini
2017 J jnl
HERO: Heterogeneous Embedded Research Platform for Exploring RISC-V Manycore Accelerators on FPGA.
CoRR
Andreas Kurth, Pirmin Vogel, Alessandro Capotondi, Andrea Marongiu, Luca Benini
2017 J jnl
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS.
CoRR
Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini
2017 — conf
Impact of temporal subsampling on accuracy and performance in practical video classification.
EUSIPCO
Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Constantine Bekas, Luca Benini
2017 J jnl
Increasing the energy efficiency of microcontroller platforms with low-design margin co-processors.
Microprocess. Microsystems
Andres Gomez, Andrea Bartolini, Davide Rossi, Baris Can Kara, Hamed Fatemi, José Pineda de Gyvez, Luca Benini
2017 J jnl
Kinetic AC/DC Converter for Electromagnetic Energy Harvesting in Autonomous Wearable Devices.
IEEE Trans. Circuits Syst. II Express Briefs
Robin Bolt, Michele Magno, Thomas Burger, Aldo Romani, Luca Benini
2017 C conf
Leakage Bounds for Gaussian Side Channels.
CARDIS
Thomas Unterluggauer, Thomas Korak, Stefan Mangard, Robert Schilling, Luca Benini, Frank K. Gürkaynak, Michael Muehlberghuber
2017 J jnl
Leakage Bounds for Gaussian Side Channels.
IACR Cryptol. ePrint Arch.
Thomas Unterluggauer, Thomas Korak, Stefan Mangard, Robert Schilling, Luca Benini, Frank K. Gürkaynak, Michael Muehlberghuber
2017 C conf
LightProbe: A 64-channel programmable ultrasound transducer head with an integrated front-end and a 26.4 Gb/s optical link.
ISCAS
Pascal Alexander Hager, Christoph Risser, Peter-Karl Weber, Luca Benini
2017 J jnl
Lightweight Virtual Memory Support for Zero-Copy Sharing of Pointer-Rich Data Structures in Heterogeneous Embedded SoCs.
IEEE Trans. Parallel Distributed Syst.
Pirmin Vogel, Andrea Marongiu, Luca Benini
2017 J jnl
Logic-Base Interconnect Design for Near Memory Computing in the Smart Memory Cube.
IEEE Trans. Very Large Scale Integr. Syst.
Erfan Azarkhish, Christoph Pfister, Davide Rossi, Igor Loi, Luca Benini
2017 — conf
Long-term monitoring of small-sized birds using a miniaturized bluetooth-low-energy sensor node.
IEEE SENSORS
Michele Magno, Fabien Vultier, Bence Szebedy, Luca Benini
2017 — conf
Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes.
VLSI-SoC (Selected Papers)
Daniele Cesarini, Andrea Bartolini, Luca Benini
2017 — conf
Multi-core data analytics SoC with a flexible 1.76 Gbit/s AES-XTS cryptographic accelerator in 65 nm CMOS.
CS2@HiPEAC
Frank K. Gürkaynak, Robert Schilling, Michael Muehlberghuber, Francesco Conti, Stefan Mangard, Luca Benini
2017 J jnl
NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs.
CoRR
Paolo Meloni, Alessandro Capotondi, Gianfranco Deriu, Michele Brian, Francesco Conti, Davide Rossi, Luigi Raffo, Luca Benini
2017 J jnl
Near-Threshold RISC-V Core With DSP Extensions for Scalable IoT Endpoint Devices.
IEEE Trans. Very Large Scale Integr. Syst.
Michael Gautschi, Pasquale Davide Schiavone, Andreas Traber, Igor Loi, Antonio Pullini, Davide Rossi, Eric Flamand, Frank K. Gürkaynak, Luca Benini
2017 J jnl
Networks on Chips: 15 Years Later.
Computer
Giovanni De Micheli, Luca Benini
2017 J jnl
Neurostream: Scalable and Energy Efficient Deep Learning with Smart Memory Cubes.
CoRR
Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini
2017 C conf
On the Accuracy of Near-Optimal CPU-Based Path Planning for UAVs.
SCOPES
Daniele Palossi, Andrea Marongiu, Luca Benini
2017 B conf
Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs.
ACIVS
Leonardo Cecconi, Sander Smets, Luca Benini, Marian Verhelst
2017 J jnl
Origami: A 803-GOp/s/W Convolutional Network Accelerator.
IEEE Trans. Circuits Syst. Video Technol.
Lukas Cavigelli, Luca Benini
2017 C conf
Paving the Way Towards a Highly Energy-Efficient and Highly Integrated Compute Node for the Exascale Revolution: The ExaNoDe Approach.
DSD
Alvise Rigo, Christian Pinto, Kevin Pouget, Daniel Raho, Denis Dutoit, Pierre-Yves Martinez, Chris Doran, Luca Benini, Iakovos Mavroidis, Manolis Marazakis, Valeria Bartsch, Guy Lonsdale, Antoniu Pop, John Goodacre, Annaik Colliot, Paul M. Carpenter, Petar Radojkovic, Dirk Pleiter, Dominique Drouin, Benoît Dupont de Dinechin
2017 — conf
Plenty of room at the bottom? Micropower deep learning for cognitive cyber physical systems.
IWASI
Luca Benini
2017 C conf
Prediction horizon vs. efficiency of optimal dynamic thermal control policies in HPC nodes.
VLSI-SoC
Daniele Cesarini, Andrea Bartolini, Luca Benini
2017 — conf
Self-Sustainability in Nano Unmanned Aerial Vehicles: A Blimp Case Study.
Conf. Computing Frontiers
Daniele Palossi, Andres Gomez, Stefan Draskovic, Kevin Keller, Luca Benini, Lothar Thiele
2017 — conf
Slow and steady wins the race? A comparison of ultra-low-power RISC-V cores for Internet-of-Things applications.
PATMOS
Pasquale Davide Schiavone, Francesco Conti, Davide Rossi, Michael Gautschi, Antonio Pullini, Eric Flamand, Luca Benini
2017 J jnl
Smart Energy-Efficient Clock Synthesizer for Duty-Cycled Sensor SoCs in 65 nm/28nm CMOS.
IEEE Trans. Circuits Syst. I Regul. Pap.
David E. Bellasi, Luca Benini
2017 J jnl
Soft-to-Hard Vector Quantization for End-to-End Learned Compression of Images and Neural Networks.
CoRR
Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, Lukas Cavigelli, Radu Timofte, Luca Benini, Luc Van Gool
2017 — conf
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations.
NIPS
Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, Lukas Cavigelli, Radu Timofte, Luca Benini, Luc Van Gool
2017 — conf
Stream Drive: A Dynamic Dataflow Framework For Clustered Embedded Architectures.
Conf. Computing Frontiers
Arthur Stoutchinin, Luca Benini
2017 — conf
Target following on nano-scale Unmanned Aerial Vehicles.
IWASI
Daniele Palossi, Jaskirat Singh, Michele Magno, Luca Benini
2017 — conf
Temperature and process-aware performance monitoring and compensation for an ULP multi-core cluster in 28nm UTBB FD-SOI technology.
PATMOS
Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini
2017 — conf
The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems.
SAMOS
Cristina Silvano, Giovanni Agosta, Jorge G. Barbosa, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, João Bispo, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Radim Cmar, Davide Gadioli, Candida Manelfi, Jan Martinovic, Ricardo Nobre, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová
2017 C conf
Towards a Mobile Health Platform with Parallel Processing and Multi-sensor Capabilities.
DSD
Florian Glaser, Philipp Schönle, Pascale Meier, Jonathan Bosser, Noé Brun, Thomas Burger, Schekeb Fateh, Giovanni Rovere, Luca Benini, Qiuting Huang
2017 — conf
Towards a Novel HMI Paradigm Based on Mixed EEG and Indoor Localization Platforms.
NGCAS
Mattia Salvaro, Victor Javier Kartsch, Simone Benatti, Michela Milano, Luca Benini
2017 A conf
Ultra low-power visual odometry for nano-scale unmanned aerial vehicles.
DATE
Daniele Palossi, Andrea Marongiu, Luca Benini
2017 J jnl
WARM: Workload-Aware Reliability Management in Linux/Android.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
2017 A conf
WULoRa: An energy efficient IoT end-node for energy harvesting and heterogeneous communication.
DATE
Michele Magno, Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder, Luca Benini
2017 J jnl
Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks.
Microprocess. Microsystems
Mauro Mangia, Daniele Bortolotti, Fabio Pareschi, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti
2017 — conf
μDMA: An autonomous I/O subsystem for IoT end-nodes.
PATMOS
Antonio Pullini, Davide Rossi, Germain Haugou, Luca Benini
2016 — conf
193 MOPS/mW @ 162 MOPS, 0.32V to 1.15V voltage range multi-core accelerator for energy efficient parallel and sequential digital processing.
COOL Chips
Davide Rossi, Antonio Pullini, Igor Loi, Michael Gautschi, Frank Kagan Gürkaynak, Adam Teman, Jeremy Constantin, Andreas Burg, Ivan Miro Panades, Edith Beigné, Fabien Clermidy, Fady Abouzeid, Philippe Flatresse, Luca Benini
2016 — conf
4.6 A 65nm CMOS 6.4-to-29.2pJ/[email protected] shared logarithmic floating point unit for acceleration of nonlinear function kernels in a tightly coupled processor cluster.
ISSCC
Michael Gautschi, Michael Schaffner, Frank K. Gürkaynak, Luca Benini
2016 — conf
A 2 MS/s 10A Hall current sensor SoC with digital compressive sensing encoder in 0.16 µm BCD.
ESSCIRC
Marco Crescentini, Michele Biondi, Marco Bennati, P. Alberti, Giulia Luciani, Cinzia Tamburini, Matteo Pizzotti, Aldo Romani, Marco Tartagni, David E. Bellasi, Davide Rossi, Luca Benini, Marco Marchesi, Domenico Cristaudo, Roberto Canegallo
2016 J jnl
A Constraint Programming Scheduler for Heterogeneous High-Performance Computing Machines.
IEEE Trans. Parallel Distributed Syst.
Thomas Bridi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2016 — conf
A Contactless, Energy-Neutral Power Meter for Smart City Applications.
ApplePies
Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini
2016 — conf
A Dual Processor Energy-Efficient Platform with Multi-core Accelerator for Smart Sensing.
S-CUBE
Antonio Pullini, Stefan Mach, Michele Magno, Luca Benini
2016 C conf
A Low Latency and Energy Efficient Communication Architecture for Heterogeneous Long-Short Range Communication.
DSD
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
2016 — conf
A contactless three-phase autonomous power meter.
IEEE SENSORS
Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini
2016 — conf
A dual-band wake-up radio for ultra-low power Wireless Sensor Networks.
WiSNet
Massimo Del Prete, Diego Masotti, Alessandra Costanzo, Michele Magno, Luca Benini
2016 C conf
A heterogeneous multi-core system-on-chip for energy efficient brain inspired vision.
ISCAS
Antonio Pullini, Francesco Conti, Davide Rossi, Igor Loi, Michael Gautschi, Luca Benini
2016 — conf
A high-efficiency runtime reconfigurable IP for CNN acceleration on a mid-range all-programmable SoC.
ReConFig
Paolo Meloni, Gianfranco Deriu, Francesco Conti, Igor Loi, Luigi Raffo, Luca Benini
2016 J jnl
A near-threshold RISC-V core with DSP extensions for scalable IoT Endpoint Devices.
CoRR
Michael Gautschi, Pasquale Davide Schiavone, Andreas Traber, Igor Loi, Antonio Pullini, Davide Rossi, Eric Flamand, Frank K. Gürkaynak, Luca Benini
2016 A conf
A power-efficient 3-D on-chip interconnect for multi-core accelerators with stacked L2 cache.
DATE
Kyungsu Kang, Sangho Park, Jong-Bae Lee, Luca Benini, Giovanni De Micheli
2016 C conf
Accuracy and Performance Trade-Offs of Logarithmic Number Units in Multi-Core Clusters.
ARITH
Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini
2016 — conf
Always-on motion detection with application-level error control on a near-threshold approximate computing platform.
ICECS
Giuseppe Tagliavini, Andrea Marongiu, Davide Rossi, Luca Benini
2016 J jnl
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics.
CoRR
Francesco Conti, Robert Schilling, Pasquale Davide Schiavone, Antonio Pullini, Davide Rossi, Frank Kagan Gürkaynak, Michael Muehlberghuber, Michael Gautschi, Igor Loi, Germain Haugou, Stefan Mangard, Luca Benini
2016 — conf
An energy-efficient parallel algorithm for real-time near-optimal UAV path planning.
Conf. Computing Frontiers
Daniele Palossi, Michele Furci, Roberto Naldi, Andrea Marongiu, Lorenzo Marconi, Luca Benini
2016 A conf
An optimized task-based runtime system for resource-constrained parallel accelerators.
DATE
Daniele Cesarini, Andrea Marongiu, Luca Benini
2016 B conf
Analytical and Experimental Evaluation of Wake-Up Receivers Based Protocols.
GLOBECOM
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
2016 — conf
Application of compressed sensing to ECG signals: Decoder-side benefits of the rakeness approach.
BioCAS
Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti
2016 J jnl
Associative Memristive Memory for Approximate Computing in GPUs.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Amirali Ghofrani, Abbas Rahimi, Miguel Angel Lastras-Montaño, Luca Benini, Rajesh K. Gupta, Kwang-Ting Cheng
2016 C conf
Autonomous smartwatch with flexible sensors for accurate and continuous mapping of skin temperature.
ISCAS
Michele Magno, Giovanni A. Salvatore, Severin Mutter, Waleed Farrukh, Gerhard Tröster, Luca Benini
2016 A conf
Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach.
DATE
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová
2016 J jnl
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression.
CoRR
Lukas Cavigelli, Pascal Hager, Luca Benini
2016 J jnl
CIRCA-GPUs: Increasing Instruction Reuse Through Inexact Computing in GP-GPUs.
IEEE Des. Test
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2016 J jnl
Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural Networks.
CoRR
Lukas Cavigelli, Dominic Bernath, Michele Magno, Luca Benini
2016 — conf
Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager.
ECCV Workshops (1)
Francesco Paci, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara, Luca Benini
2016 J jnl
Controlling NUMA effects in embedded manycore applications with lightweight nested parallelism support.
Parallel Comput.
Andrea Marongiu, Alessandro Capotondi, Luca Benini
2016 — conf
Cooling-aware node-level task allocation for next-generation green HPC systems.
HPCS
Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
2016 — conf
Curbing the roofline: a scalable and flexible architecture for CNNs on FPGA.
Conf. Computing Frontiers
Paolo Meloni, Gianfranco Deriu, Francesco Conti, Igor Loi, Luigi Raffo, Luca Benini
2016 — conf
DARDIS: Distributed And Randomized DIspatching and Scheduling.
AI*IA
Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2016 A conf
DARDIS: Distributed And Randomized DIspatching and Scheduling.
ECAI
Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2016 J jnl
Deep Structured Features for Semantic Segmentation.
CoRR
Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini
2016 — conf
Design and Evaluation of a Processing-in-Memory Architecture for the Smart Memory Cube.
ARCS
Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini
2016 J jnl
Design, Implementation, and Performance Evaluation of a Flexible Low-Latency Nanowatt Wake-Up Radio Receiver.
IEEE Trans. Ind. Informatics
Michele Magno, Vana Jelicic, Bruno Srbinovski, Vedran Bilas, Emanuel M. Popovici, Luca Benini
2016 A conf
Dynamic energy burst scaling for transiently powered systems.
DATE
Andres Gomez, Lukas Sigrist, Michele Magno, Luca Benini, Lothar Thiele
2016 J jnl
Ekho: A 30.3W, 10k-Channel Fully Digital Integrated 3-D Beamformer for Medical Ultrasound Imaging Achieving 298M Focal Points per Second.
IEEE Trans. Very Large Scale Integr. Syst.
Pascal A. Hager, Andrea Bartolini, Luca Benini
2016 Misc conf
Enabling OpenVX support in mW-scale parallel accelerators.
CASES
Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini
2016 A conf
Enabling the heterogeneous accelerator model on ultra-low power microcontroller platforms.
DATE
Francesco Conti, Daniele Palossi, Andrea Marongiu, Davide Rossi, Luca Benini
2016 — conf
Energy-efficient design of an always-on smart visual trigger.
ISC2
Manuele Rusci, Davide Rossi, Michela Lecca, Massimo Gottardi, Luca Benini, Elisabetta Farella
2016 — conf
Evaluation of synchronization protocols for fine-grain HPC sensor data time-stamping and collection.
HPCS
Antonio Libri, Andrea Bartolini, Michele Magno, Luca Benini
2016 J jnl
Graceful Performance Modulation for Power-Neutral Transient Computing Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Domenico Balsamo, Anup Das, Alex S. Weddell, Davide Brunelli, Bashir M. Al-Hashimi, Geoff V. Merrett, Luca Benini
2016 J jnl
He-P2012: Performance and Energy Exploration of Architecturally Heterogeneous Many-Cores.
J. Signal Process. Syst.
Francesco Conti, Andrea Marongiu, Chuck Pilkington, Luca Benini
2016 J jnl
Hibernus++: A Self-Calibrating and Adaptive System for Transiently-Powered Embedded Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Domenico Balsamo, Alex S. Weddell, Anup Das, Alberto Rodriguez Arreola, Davide Brunelli, Bashir M. Al-Hashimi, Geoff V. Merrett, Luca Benini
2016 A conf
High-efficiency logarithmic number unit design based on an improved cotransformation scheme.
DATE
Youri Popoff, Florian Scheidegger, Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini
2016 J jnl
Hybrid ASIC/FPGA System for Fully Automatic Stereo-to-Multiview Conversion Using IDW.
IEEE Trans. Circuits Syst. Video Technol.
Michael Schaffner, Frank K. Gürkaynak, Pierre Greisen, Hubert Kaeslin, Luca Benini, Aljosa Smolic
2016 — conf
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition.
ICRC
Abbas Rahimi, Simone Benatti, Pentti Kanerva, Luca Benini, Jan M. Rabaey
2016 J jnl
InfiniTime: Multi-sensor wearable bracelet with human body harvesting.
Sustain. Comput. Informatics Syst.
Michele Magno, Davide Brunelli, Lukas Sigrist, Renzo Andri, Lukas Cavigelli, Andres Gomez, Luca Benini
2016 J jnl
Integrated Energy-Aware Management of Supercomputer Hybrid Cooling Systems.
IEEE Trans. Ind. Informatics
Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini
2016 — conf
Lightweight IO Virtualization On MPU Enabled Microcontrollers.
EWiLi
Francesco Paci, Davide Brunelli, Luca Benini
2016 — conf
Long-Range Radio for Underground Sensors in Geothermal Energy Systems.
ApplePies
Davide Brunelli, Emanuele Bedeschi, Marco Ferrari, Francesco Tinti, Alberto Barbaresi, Luca Benini
2016 A conf
Low-power multichannel spectro-temporal feature extraction circuit for audio pattern wake-up.
DATE
Dinko Oletic, Vedran Bilas, Michele Magno, Norbert Felber, Luca Benini
2016 — conf
Mobile Ultrasound Imaging on Heterogeneous Multi-Core Platforms.
ESTIMedia
Andreas Kurth, Andreas Tretter, Pascal A. Hager, Sergio J. Sanabria, Orçun Göksel, Lothar Thiele, Luca Benini
2016 — conf
PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms.
Conf. Computing Frontiers
Daniele Bortolotti, Andrea Bartolini, Luca Benini, V. Rajesh Pamula, Nick Van Helleputte, Chris Van Hoof, Marian Verhelst, Tobias Gemmeke, Rubén Braojos Lopez, Giovanni Ansaloni, David Atienza, Pierre Vandergheynst
2016 J jnl
PULP: A Ultra-Low Power Parallel Accelerator for Energy-Efficient and Flexible Embedded Vision.
J. Signal Process. Syst.
Francesco Conti, Davide Rossi, Antonio Pullini, Igor Loi, Luca Benini
2016 — conf
Poster Abstract: An Ultra-Low Power Wake up Radio with Addressing and Retransmission Capabilities for Advanced Energy Efficient MAC Protocols.
IPSN
Tommaso Polonelli, Michele Magno, Luca Benini
2016 — conf
Poster Abstract: KinetiSee - A Perpetual Wearable Camera Acquisition System with a Kinetic Harvester.
IPSN
Lorenzo Spadaro, Michele Magno, Luca Benini
2016 — conf
Poster Abstract: MagoNode++ - A Wake-Up-Radio-Enabled Wireless Sensor Mote for Energy-Neutral Applications.
IPSN
Mario Paoli, Dora Spenza, Chiara Petrioli, Michele Magno, Luca Benini
2016 — conf
Poster Abstract: Wake-Up Receivers for Energy Efficient and Low Latency Communication.
IPSN
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
2016 J jnl
Power, Area, and Performance Optimization of Standard Cell Memory Arrays Through Controlled Placement.
ACM Trans. Design Autom. Electr. Syst.
Adam Teman, Davide Rossi, Pascal Meinerzhagen, Luca Benini, Andreas Burg
2016 C conf
Predictive Modeling for Job Power Consumption in HPC Systems.
ISC
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2016 A conf
Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor.
DATE
Daniele Bortolotti, Bojan Milosevic, Andrea Bartolini, Elisabetta Farella, Luca Benini
2016 — conf
SHelmet: An Intelligent Self-sustaining Multi Sensors Smart Helmet for Bikers.
S-CUBE
Michele Magno, Angelo D'Aloia, Tommaso Polonelli, Lorenzo Spadaro, Luca Benini
2016 — conf
SNW-MAC: An Asynchronous Protocol Leveraging Wake-Up Receivers for Data Gathering in Star Networks.
S-CUBE
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
2016 — conf
Sampling modulation: An energy efficient novel feature extraction for biosignal processing.
BioCAS
M. Causo, Simone Benatti, Antoine Frappé, Andreia Cathelin, Elisabetta Farella, Andreas Kaiser, Luca Benini, Jan M. Rabaey
2016 — conf
Scalable EEG seizure detection on an ultra low power multi-core architecture.
BioCAS
Simone Benatti, Fabio Montagna, Davide Rossi, Luca Benini
2016 — conf
Sub-PicoJoule per operation scalable computing: why, when, how?
Conf. Computing Frontiers
Luca Benini
2016 — conf
The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems.
Conf. Computing Frontiers
Cristina Silvano, Giovanni Agosta, Stefano Cherubin, Davide Gadioli, Gianluca Palermo, Andrea Bartolini, Luca Benini, Jan Martinovic, Martin Palkovic, Katerina Slaninová, João Bispo, João M. P. Cardoso, Rui Abreu, Pedro Pinto, Carlo Cavazzoni, Nico Sanna, Andrea Rosario Beccari, Radim Cmar, Erven Rohou
2016 J jnl
Thermal Analysis and Interpolation Techniques for a Logic + WideIO Stacked DRAM Test Chip.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Luca Benini
2016 C conf
Thermal model identification of supercomputing nodes in production environment.
IECON
Roberto Diversi, Andrea Bartolini, Francesco Beneventi, Luca Benini
2016 A conf
Towards near-threshold server processors.
DATE
Ali Pahlevan, Javier Picorel, Arash Pourhabibi Zarandi, Davide Rossi, Marina Zapater, Andrea Bartolini, Pablo García Del Valle, David Atienza, Luca Benini, Babak Falsafi
2016 — conf
VarDroid: Online Variability Emulation in Android/Linux Platforms.
ACM Great Lakes Symposium on VLSI
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing
2016 J jnl
Variability Mitigation in Nanometer CMOS Integrated Systems: A Survey of Techniques From Circuits to Software.
Proc. IEEE
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2016 J jnl
VirtualSoC: A Research Tool for Modern MPSoCs.
ACM Trans. Embed. Comput. Syst.
Daniele Bortolotti, Andrea Marongiu, Luca Benini
2016 — conf
YodaNN: An Ultra-Low Power Convolutional Neural Network Accelerator Based on Binary Weights.
ISVLSI
Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini
2016 J jnl
YodaNN: An Ultra-Low Power Convolutional Neural Network Accelerator Based on Binary Weights.
CoRR
Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini
2015 — conf
3.8 A 0.45-to-0.7V 1-to-6Gb/S 0.29-to-0.58pJ/b source-synchronous transceiver using automatic phase calibration in 65nm CMOS.
ISSCC
Woo-Seok Choi, Guanghua Shu, Mrunmay Talegaonkar, Yubo Liu, Da Wei, Luca Benini, Pavan Kumar Hanumolu
2015 J jnl
3D CV Descriptor on Parallel Heterogeneous Platforms.
ACM Trans. Embed. Comput. Syst.
Daniele Palossi, Martino Ruggiero, Luca Benini
2015 B conf
A 2.4 GHz-868 MHz dual-band wake-up radio for wireless sensor network and IoT.
WiMob
Massimo Del Prete, Diego Masotti, Alessandra Costanzo, Michele Magno, Luca Benini
2015 — conf
A CP Scheduler for High-Performance Computers.
DC@AI*IA
Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2015 J jnl
A Low-Power Architecture for Punctured Compressed Sensing and Estimation in Wireless Sensor-Nodes.
IEEE Trans. Circuits Syst. I Regul. Pap.
David E. Bellasi, Riccardo Rovatti, Luca Benini, Gianluca Setti
2015 J jnl
A Modular Shared L2 Memory Design for 3-D Integration.
IEEE Trans. Very Large Scale Integr. Syst.
Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini
2015 J jnl
A Reconfigurable 5-to-14 bit SAR ADC for Battery-Powered Medical Instrumentation.
IEEE Trans. Circuits Syst. I Regul. Pap.
Schekeb Fateh, Philipp Schoenle, Luca Bettini, Giovanni Rovere, Luca Benini, Qiuting Huang
2015 — conf
A Smart LED Light Control System for Environmentally Friendly Buildings.
ApplePies
Michele Magno, Tommaso Polonelli, Luca Benini
2015 J jnl
A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition.
IEEE Trans. Biomed. Circuits Syst.
Simone Benatti, Filippo Casamassima, Bojan Milosevic, Elisabetta Farella, Philipp Schoenle, Schekeb Fateh, Thomas Burger, Qiuting Huang, Luca Benini
2015 C conf
A framework for optimizing OpenVX applications performance on embedded manycore accelerators.
SCOPES
Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini
2015 A conf
A ultra-low-energy convolution engine for fast brain-inspired vision in multicore clusters.
DATE
Francesco Conti, Luca Benini
2015 — conf
ADRENALINE: An OpenVX Environment to Optimize Embedded Vision Applications on Many-core Accelerators.
MCSoC
Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini
2015 — conf
ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems.
CSE
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Beccari, Luca Benini, João M. P. Cardoso, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Erven Rohou, Nico Sanna, Katerina Slaninová
2015 A* conf
Accelerating real-time embedded scene labeling with convolutional networks.
DAC
Lukas Cavigelli, Michele Magno, Luca Benini
2015 J jnl
Aging-Aware Compilation for GP-GPUs.
ACM Trans. Archit. Code Optim.
Atieh Lotfi, Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2015 — conf
An Energy Neutral Wearable Camera with EPD Display.
WearSys@MobiSys
Jetmir Nehani, Davide Brunelli, Michele Magno, Lukas Sigrist, Luca Benini
2015 — conf
An Evaluation of Memory Sharing Performance for Heterogeneous Embedded SoCs with Many-Core Accelerators.
COSMIC@CGO
Pirmin Vogel, Andrea Marongiu, Luca Benini
2015 A conf
An ultra-low power dual-mode ECG monitor for healthcare and wellness.
DATE
Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
2015 A conf
Approximate associative memristive memory for energy-efficient GPUs.
DATE
Abbas Rahimi, Amirali Ghofrani, Kwang-Ting Cheng, Luca Benini, Rajesh K. Gupta
2015 J jnl
Architecture Support for Tightly-Coupled Multi-Core Clusters with Shared-Memory HW Accelerators.
IEEE Trans. Computers
Masoud Dehyadegari, Andrea Marongiu, Mohammad Reza Kakoee, Siamak Mohammadi, Nasser Yazdani, Luca Benini
2015 C conf
Automatic multiview synthesis - Prototype demo.
VCIP
Michael Schaffner, Frank K. Gürkaynak, Hubert Kaeslin, Luca Benini, Aljosa Smolic
2015 C conf
Automatic multiview synthesis - Towards a mobile system on a chip.
VCIP
Michael Schaffner, Frank K. Gürkaynak, Hubert Kaeslin, Luca Benini, Aljosa Smolic
2015 A* conf
Beyond duty cycling: Wake-up radio with selective awakenings for long-lived wireless sensing systems.
INFOCOM
Dora Spenza, Michele Magno, Stefano Basagni, Luca Benini, Mario Paoli, Chiara Petrioli
2015 C conf
Context Aware Power Management Enhanced by Radio Wake Up in Body Area Networks.
EUC
Filippo Casamassima, Michele Magno, Elisabetta Farella, Luca Benini
2015 — conf
Controlled placement of standard cell memory arrays for high density and low power in 28nm FD-SOI.
ASP-DAC
Adam Teman, Davide Rossi, Pascal Andreas Meinerzhagen, Luca Benini, Andreas Peter Burg
2015 J jnl
Cost-Effective Design of Mesh-of-Tree Interconnect for Multicore Clusters With 3-D Stacked L2 Scratchpad Memory.
IEEE Trans. Very Large Scale Integr. Syst.
Kyungsu Kang, Luca Benini, Giovanni De Micheli
2015 A conf
DRAM or no-DRAM?: exploring linear solver architectures for image domain warping in 28 nm CMOS.
DATE
Michael Schaffner, Frank K. Gürkaynak, Aljoscha Smolic, Luca Benini
2015 — conf
Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform.
EMBC
Marco Tomasini, Simone Benatti, Filippo Casamassima, Bojan Milosevic, Schekeb Fateh, Elisabetta Farella, Luca Benini
2015 — conf
Enabling Scalable and Fine-Grained Nested Parallelism on Embedded Many-cores.
MCSoC
Alessandro Capotondi, Andrea Marongiu, Luca Benini
2015 — conf
Energy-Aware Bio-signal Compressed Sensing Reconstruction: FOCUSS on the WBSN-Gateway.
MCSoC
Daniele Bortolotti, Andrea Bartolini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Luca Benini
2015 J jnl
Energy-Efficiency Analysis of Analog and Digital Compressive Sensing in Wireless Sensors.
IEEE Trans. Circuits Syst. I Regul. Pap.
David E. Bellasi, Luca Benini
2015 A conf
Energy-aware cooling for hot-water cooled supercomputers.
DATE
Christian Conficoni, Andrea Bartolini, Andrea Tilli, Giampietro Tecchiolli, Luca Benini
2015 — conf
Experimental evaluation of a sEMG-based human-robot interface for human-like grasping tasks.
ROBIO
Roberto Meattini, Simone Benatti, Umberto Scarcia, Luca Benini, Claudio Melchiorri
2015 A* conf
Exploring architectural heterogeneity in intelligent vision systems.
HPCA
Nandhini Chandramoorthy, Giuseppe Tagliavini, Kevin M. Irick, Antonio Pullini, Siddharth Advani, Sulaiman Al Habsi, Matthew Cotter, John Sampson, Vijaykrishnan Narayanan, Luca Benini
2015 — conf
Exploring multi-banked shared-L1 program cache on ultra-low power, tightly coupled processor clusters.
Conf. Computing Frontiers
Igor Loi, Davide Rossi, Germain Haugou, Michael Gautschi, Luca Benini
2015 — conf
Extending Body Sensor Nodes' Lifetime Using a Wearable Wake-up Radio.
FABULOUS
Andres Gomez, Michele Magno, Xin Wen, Luca Benini
2015 J jnl
GPU Acceleration for Simulating Massively Parallel Many-Core Platforms.
IEEE Trans. Parallel Distributed Syst.
Shivani Raghav, Martino Ruggiero, Andrea Marongiu, Christian Pinto, David Atienza, Luca Benini
2015 J jnl
Guaranteed Computational Resprinting via Model-Predictive Control.
ACM Trans. Embed. Comput. Syst.
Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini
2015 J jnl
Hibernus: Sustaining Computation During Intermittent Supply for Energy-Harvesting Systems.
IEEE Embed. Syst. Lett.
Domenico Balsamo, Alex S. Weddell, Geoff V. Merrett, Bashir M. Al-Hashimi, Davide Brunelli, Luca Benini
2015 A conf
High performance AXI-4.0 based interconnect for extensible smart memory cubes.
DATE
Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini
2015 — conf
Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics.
ICIT
Matteo Rossi, Simone Benatti, Elisabetta Farella, Luca Benini
2015 Misc conf
Lightweight virtual memory support for many-core accelerators in heterogeneous embedded SoCs.
CODES+ISSS
Pirmin Vogel, Andrea Marongiu, Luca Benini
2015 — conf
Long-Term ECG monitoring with zeroing Compressed Sensing approach.
NORCAS
Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti
2015 A conf
Message from the general chairs.
ISLPED
Luca Benini, Renu Mehra, Mauro Olivieri
2015 — conf
Multiple Biopotentials Acquisition System for Wearable Applications.
BIODEVICES
Simone Benatti, Bojan Milosevic, Marco Tomasini, Elisabetta Farella, Philipp Schoenle, Petrit Bunjaku, Giovanni Rovere, Schekeb Fateh, Qiuting Huang, Luca Benini
2015 B conf
Non-intrusive Zigbee power meter for load monitoring in smart buildings.
SAS
Domenico Balsamo, Gianluca Gallo, Davide Brunelli, Luca Benini
2015 — conf
Origami: A Convolutional Network Accelerator.
ACM Great Lakes Symposium on VLSI
Lukas Cavigelli, David Gschwend, Christoph Mayer, Samuel Willi, Beat Muheim, Luca Benini
2015 J jnl
Origami: A Convolutional Network Accelerator.
CoRR
Lukas Cavigelli, David Gschwend, Christoph Mayer, Samuel Willi, Beat Muheim, Luca Benini
2015 — conf
PULP: A parallel ultra low power platform for next generation IoT applications.
Hot Chips Symposium
Davide Rossi, Francesco Conti, Andrea Marongiu, Antonio Pullini, Igor Loi, Michael Gautschi, Giuseppe Tagliavini, Alessandro Capotondi, Philippe Flatresse, Luca Benini
2015 A conf
Paper, pen and ink: an innovative system and software framework to assist writing rehabilitation.
DATE
Leonardo Guardati, Filippo Casamassima, Elisabetta Farella, Luca Benini
2015 — conf
Playing with Fire: Transactional Memory Revisited for Error-Resilient and Energy-Efficient MPSoC Execution.
ACM Great Lakes Symposium on VLSI
Dimitra Papagiannopoulou, Andrea Marongiu, Tali Moreshet, Luca Benini, Maurice Herlihy, R. Iris Bahar
2015 A conf
Power Capping in High Performance Computing Systems.
CP
Andrea Borghesi, Francesca Collina, Michele Lombardi, Michela Milano, Luca Benini
2015 A conf
Reducing energy consumption in microcontroller-based platforms with low design margin co-processors.
DATE
Andres Gomez, Christian Pinto, Andrea Bartolini, Davide Rossi, Luca Benini, Hamed Fatemi, José Pineda de Gyvez
2015 — conf
Runtime Support for Multiple Offload-Based Programming Models on Embedded Manycore Accelerators.
COSMIC@CGO
Alessandro Capotondi, Germain Haugou, Andrea Marongiu, Luca Benini
2015 B conf
Self-powered wireless sensor nodes for monitoring radioactivity in contaminated areas using unmanned aerial vehicles.
SAS
Andres Gomez, Marie Francine Lagadec, Michele Magno, Luca Benini
2015 — conf
Sensormind: Virtual Sensing and Complex Event Detection for Internet of Things.
ApplePies
Davide Brunelli, Gianluca Gallo, Luca Benini
2015 J jnl
Simplifying Many-Core-Based Heterogeneous SoC Programming With Offload Directives.
IEEE Trans. Ind. Informatics
Andrea Marongiu, Alessandro Capotondi, Giuseppe Tagliavini, Luca Benini
2015 J jnl
Sub-Sampling Framework Comparison for Low-Power Data Gathering: A Comparative Analysis.
Sensors
Bojan Milosevic, Carlo Caione, Elisabetta Farella, Davide Brunelli, Luca Benini
2015 — conf
Synergistic Architecture and Programming Model Support for Approximate Micropower Computing.
ISVLSI
Giuseppe Tagliavini, Davide Rossi, Luca Benini, Andrea Marongiu
2015 A conf
Tackling the bottleneck of delay tables in 3D ultrasound imaging.
DATE
Aya Ibrahim, Pascal Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Luca Benini, Giovanni De Micheli
2015 C conf
Tailoring instruction-set extensions for an ultra-low power tightly-coupled cluster of OpenRISC cores.
VLSI-SoC
Michael Gautschi, Andreas Traber, Antonio Pullini, Luca Benini, Michele Scandale, Alessandro Di Federico, Michele Beretta, Giovanni Agosta
2015 A* conf
Task scheduling strategies to mitigate hardware variability in embedded shared memory clusters.
DAC
Abbas Rahimi, Daniele Cesarini, Andrea Marongiu, Rajesh K. Gupta, Luca Benini
2015 J jnl
Temperature variation aware multi-scale delay, power and thermal analysis at RT and gate level.
Integr.
MohammadSadegh Sadri, Andrea Bartolini, Luca Benini
2015 — conf
Towards Internet of Things for event-driven low-power gas sensing using carbon nanotubes.
IWASI
Vana Jelicic, Michele Magno, Kiran Chikkadi, Cosmin Roman, Christofer Hierold, Vedran Bilas, Luca Benini
2015 — conf
Ultra-Low Power Context Recognition Fusing Sensor Data from an Energy-Neutral Smart Watch.
IoT 360 (2)
Michele Magno, Lukas Cavigelli, Renzo Andri, Luca Benini
2014 — conf
0, 1, 2, many - A classroom occupancy monitoring system for smart public buildings.
DASIP
Francesco Paci, Davide Brunelli, Luca Benini
2014 C conf
A HLS-Based Toolflow to Design Next-Generation Heterogeneous Many-Core Platforms with Shared Memory.
EUC
Paolo Burgio, Andrea Marongiu, Philippe Coussy, Luca Benini
2014 A conf
A Linux-governor based Dynamic Reliability Manager for android mobile devices.
DATE
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini
2014 J jnl
A Novel Object-Oriented Software Cache for Scratchpad-Based Multi-Core Clusters.
J. Signal Process. Syst.
Christian Pinto, Luca Benini
2014 — conf
A Virtualization Framework for IOMMU-less Many-Core Accelerators.
MES
Christian Pinto, Andrea Marongiu, Luca Benini
2014 C conf
A high-sensitivity fully passive wake-up radio front-end for wireless sensor nodes.
ICCE
Pouya Kamalinejad, Kamyar Keikhosravy, Michele Magno, Shahriar Mirabbasi, Victor C. M. Leung, Luca Benini
2014 J jnl
A low power wireless node for contact and contactless heart monitoring.
Microelectron. J.
Michele Magno, Christian Spagnol, Luca Benini, Emanuel M. Popovici
2014 A conf
A multi banked - Multi ported - Non blocking shared L2 cache for MPSoC platforms.
DATE
Igor Loi, Luca Benini
2014 A conf
A tightly-coupled hardware controller to improve scalability and programmability of shared-memory heterogeneous clusters.
DATE
Paolo Burgio, Robin Danilo, Andrea Marongiu, Philippe Coussy, Luca Benini
2014 A* conf
An Approximate Computing Technique for Reducing the Complexity of a Direct-Solver for Sparse Linear Systems in Real-Time Video Processing.
DAC
Michael Schaffner, Frank K. Gürkaynak, Aljoscha Smolic, Hubert Kaeslin, Luca Benini
2014 J jnl
An Effective Gray-Box Identification Procedure for Multicore Thermal Modeling.
IEEE Trans. Computers
Francesco Beneventi, Andrea Bartolini, Andrea Tilli, Luca Benini
2014 C conf
An On-line Reliability Emulation Framework.
EUC
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing
2014 C conf
An architecture for low-power compressed sensing and estimation in wireless sensor nodes.
ISCAS
David E. Bellasi, Riccardo Rovatti, Luca Benini, Gianluca Setti
2014 B conf
An ultra low power high sensitivity wake-up radio receiver with addressing capability.
WiMob
Michele Magno, Luca Benini
2014 J jnl
An ultra-low power resilient multi-core architecture with static and dynamic tolerance to ambient temperature-induced variability.
Microprocess. Microsystems
Daniele Bortolotti, Andrea Bartolini, Luca Benini
2014 — conf
Analysis of Robust Implementation of an EMG Pattern Recognition based Control.
BIOSIGNALS
Simone Benatti, Elisabetta Farella, Emanuele Gruppioni, Luca Benini
2014 J jnl
Application-Adaptive Guardbanding to Mitigate Static and Dynamic Variability.
IEEE Trans. Computers
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2014 A conf
Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor.
ISLPED
Daniele Bortolotti, Hossein Mamaghanian, Andrea Bartolini, Maryam Ashouei, Jan Stuijt, David Atienza, Pierre Vandergheynst, Luca Benini
2014 — conf
Assessing the area/power/performance tradeoffs for an integrated fully-digital, large-scale 3D-ultrasound beamformer.
BioCAS
Pascal Alexander Hager, Pirmin Vogel, Andrea Bartolini, Luca Benini
2014 J jnl
At-Speed Distributed Functional Testing to Detect Logic and Delay Faults in NoCs.
IEEE Trans. Computers
Mohammad Reza Kakoee, Valeria Bertacco, Luca Benini
2014 J jnl
Bias-Compensated Least Squares Identification of Distributed Thermal Models for Many-Core Systems-on-Chip.
IEEE Trans. Circuits Syst. I Regul. Pap.
Roberto Diversi, Andrea Tilli, Andrea Bartolini, Francesco Beneventi, Luca Benini
2014 — conf
Brain-Inspired Classroom Occupancy Monitoring on a Low-Power Mobile Platform.
CVPR Workshops
Francesco Conti, Antonio Pullini, Luca Benini
2014 J jnl
CROSS cyclic resource-constrained scheduling solver.
Artif. Intell.
Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano
2014 J jnl
Clamp-and-Forget: A self-sustainable non-invasive wireless sensor node for smart metering applications.
Microelectron. J.
Danilo Porcarelli, Davide Brunelli, Luca Benini
2014 J jnl
Compressive Sensing Optimization for Signal Ensembles in WSNs.
IEEE Trans. Ind. Informatics
Carlo Caione, Davide Brunelli, Luca Benini
2014 A conf
Context aware power management for motion-sensing body area network nodes.
DATE
Filippo Casamassima, Elisabetta Farella, Luca Benini
2014 — conf
Customizing an open source processor to fit in an ultra-low power cluster with a shared L1 memory.
ACM Great Lakes Symposium on VLSI
Michael Gautschi, Davide Rossi, Luca Benini
2014 C conf
Dynamic variability management in mobile multicore processors under lifetime constraints.
ICCD
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
2014 — conf
EMG-based hand gesture recognition with flexible analog front end.
BioCAS
Simone Benatti, Bojan Milosevic, Filippo Casamassima, Philipp Schönle, Petrit Bunjaku, Schekeb Fateh, Qiuting Huang, Luca Benini
2014 — conf
Efficient parallel beamforming for 3D ultrasound imaging.
ACM Great Lakes Symposium on VLSI
Pirmin Vogel, Andrea Bartolini, Luca Benini
2014 — ed.
Eighth IEEE/ACM International Symposium on Networks-on-Chip, NoCS 2014, Ferrara, Italy, September 17-19, 2014
NoCS
Davide Bertozzi, Luca Benini, Sudhakar Yalamanchili, Jörg Henkel
2014 A conf
Energy optimization in 3D MPSoCs with Wide-I/O DRAM using temperature variation aware bank-wise refresh.
DATE
MohammadSadegh Sadri, Matthias Jung, Christian Weis, Norbert Wehn, Luca Benini
2014 A* conf
Energy-Efficient GPGPU Architectures via Collaborative Compilation and Memristive Memory-Based Computing.
DAC
Abbas Rahimi, Amirali Ghofrani, Miguel Angel Lastras-Montaño, Kwang-Ting Cheng, Luca Benini, Rajesh K. Gupta
2014 — conf
Energy-efficient vision on the PULP platform for ultra-low power parallel computing.
SiPS
Francesco Conti, Davide Rossi, Antonio Pullini, Igor Loi, Luca Benini
2014 J jnl
Ensuring Survivability of Resource-Intensive Sensor Networks Through Ultra-Low Power Overlays.
IEEE Trans. Ind. Informatics
Michele Magno, David Boyle, Davide Brunelli, Emanuel M. Popovici, Luca Benini
2014 — conf
Exploring DMA-assisted prefetching strategies for software caches on multicore clusters.
ASAP
Christian Pinto, Luca Benini
2014 J jnl
Extended Wireless Monitoring Through Intelligent Hybrid Energy Supply.
IEEE Trans. Ind. Electron.
Michele Magno, David Boyle, Davide Brunelli, Brendan O'Flynn, Emanuel M. Popovici, Luca Benini
2014 — conf
Gesture Recognition in Ego-centric Videos Using Dense Trajectories and Hand Segmentation.
CVPR Workshops
Lorenzo Baraldi, Francesco Paci, Giuseppe Serra, Luca Benini, Rita Cucchiara
2014 — conf
He-P2012: Architectural heterogeneity exploration on a scalable many-core platform.
ASAP
Francesco Conti, Chuck Pilkington, Andrea Marongiu, Luca Benini
2014 — conf
He-P2012: architectural heterogeneity exploration on a scalable many-core platform.
ACM Great Lakes Symposium on VLSI
Francesco Conti, Chuck Pilkington, Andrea Marongiu, Luca Benini
2014 A conf
Hybrid memory architecture for voltage scaling in ultra-low power multi-core biomedical processors.
DATE
Daniele Bortolotti, Andrea Bartolini, Christian Weis, Davide Rossi, Luca Benini
2014 J jnl
Improving Resilience to Timing Errors by Exposing Variability Effects to Software in Tightly-Coupled Processor Clusters.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Abbas Rahimi, Daniele Cesarini, Andrea Marongiu, Rajesh K. Gupta, Luca Benini
2014 — conf
InfiniTime: A multi-sensor energy neutral wearable bracelet.
IGCC
Michele Magno, Danilo Porcarelli, Davide Brunelli, Luca Benini
2014 J jnl
Message Passing-Aware Power Management on Many-Core Systems.
J. Low Power Electron.
Andrea Bartolini, Can Hankendi, Ayse Kivilcim Coskun, Luca Benini
2014 C conf
Optimized active and power-down mode refresh control in 3D-DRAMs.
VLSI-SoC
Matthias Jung, Christian Weis, Norbert Wehn, MohammadSadegh Sadri, Luca Benini
2014 — conf
Optimizing memory bandwidth in OpenVX graph execution on embedded many-core accelerators.
DASIP
Giuseppe Tagliavini, Germain Haugou, Luca Benini
2014 — conf
Optimum: Thermal-aware task allocation for heterogeneous many-core devices.
HPCS
Andrea Rudi, Andrea Bartolini, Andrea Lodi, Luca Benini
2014 A conf
Quantifying the impact of variability on the energy efficiency for a next-generation ultra-green supercomputer.
ISLPED
Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini
2014 — conf
Rakeness-based compressed sensing on ultra-low power multi-core biomedicai processors.
DASIP
Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
2014 — conf
SIR10US: A tightly coupled elliptic-curve cryptography co-processor for the OpenRISC.
ASAP
Michael Gautschi, Michael Muehlberghuber, Andreas Traber, Sven Stucki, Matthias Baer, Renzo Andri, Luca Benini, Beat Muheim, Hubert Kaeslin
2014 J jnl
Sleep power minimisation using adaptive duty-cycling of DC-DC converters in state-retentive systems.
IET Circuits Devices Syst.
Domenico Balsamo, Davide Brunelli, Giacomo Paci, Luca Benini
2014 — conf
Speculative synchronization for coherence-free embedded NUMA architectures.
ICSAMOS
Dimitra Papagiannopoulou, Tali Moreshet, Andrea Marongiu, Luca Benini, Maurice Herlihy, R. Iris Bahar
2014 — conf
Supporting localized OpenVX kernel execution for efficient computer vision application development on STHORM many-core platform.
Conf. Computing Frontiers
Giuseppe Tagliavini, Germain Haugou, Luca Benini
2014 A conf
Temporal memoization for energy-efficient timing error recovery in GPGPUs.
DATE
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2014 A conf
Thermal analysis and model identification techniques for a logic + WIDEIO stacked DRAM test chip.
DATE
Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Denis Dutoit, Luca Benini
2014 A conf
Tightly-coupled hardware support to dynamic parallelism acceleration in embedded shared memory clusters.
DATE
Paolo Burgio, Giuseppe Tagliavini, Francesco Conti, Andrea Marongiu, Luca Benini
2014 — conf
Towards EMG control interface for smart garments.
ISWC Adjunct
Simone Benatti, Luca Benini, Elisabetta Farella
2014 — conf
Ultra-low-latency lightweight DMA for tightly coupled multi-core clusters.
Conf. Computing Frontiers
Davide Rossi, Igor Loi, Germain Haugou, Luca Benini
2014 A conf
Unveiling Eurora - Thermal and power characterization of the most energy-efficient supercomputer in the world.
DATE
Andrea Bartolini, Matteo Cacciari, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini
2013 — conf
3D logarithmic interconnect: Stacking multiple L1 memory dies over multi-core clusters.
NOCS
Erfan Azarkhish, Igor Loi, Luca Benini
2013 — conf
A Complete Real-Time Feature Extraction and Matching System Based on Semantic Kernels Binarized.
VLSI-SoC (Selected Papers)
Michael Schaffner, Pascal A. Hager, Lukas Cavigelli, Z. Fang, Pierre Greisen, Frank K. Gürkaynak, Aljoscha Smolic, Hubert Kaeslin, Luca Benini
2013 — conf
A Multi Harvester with Hydrogen Fuel Cell for Outdoor Applications.
ApplePies
Davide Brunelli, Michele Magno, Danilo Porcarelli, Luca Benini
2013 J jnl
A case for three-dimensional stacking of tightly coupled data memories over multi-core clusters using low-latency interconnects.
IET Comput. Digit. Tech.
Erfan Azarkhish, Igor Loi, Luca Benini
2013 — conf
A high-performance multiported L2 memory IP for scalable three-dimensional integration.
3DIC
Erfan Azarkhish, Igor Loi, Luca Benini
2013 — conf
A highly efficient, thread-safe software cache implementation for tightly-coupled multicore clusters.
ASAP
Christian Pinto, Luca Benini
2013 — conf
A power-aware multi harvester power unit with hydrogen fuel cell for embedded systems in outdoor applications.
IGCC
Michele Magno, Danilo Porcarelli, Luca Benini, Davide Brunelli
2013 — conf
A shared-FPU architecture for ultra-low power MPSoCs.
Conf. Computing Frontiers
Mohammad Reza Kakoee, Igor Loi, Luca Benini
2013 A conf
A survey of multi-source energy harvesting systems.
DATE
Alex S. Weddell, Michele Magno, Geoff V. Merrett, Davide Brunelli, Bashir M. Al-Hashimi, Luca Benini
2013 Misc conf
A variability-aware OpenMP environment for efficient execution of accuracy-configurable computation on shared-FPU processor clusters.
CODES+ISSS
Abbas Rahimi, Andrea Marongiu, Rajesh K. Gupta, Luca Benini
2013 — conf
A variation tolerant architecture for ultra low power multi-processor cluster.
PATMOS
Daniele Bortolotti, Davide Rossi, Andrea Bartolini, Luca Benini
2013 — conf
A versatile biomedical wireless sensor node with novel drysurface sensors and energy efficient power management.
IWASI
Michele Magno, Luca Benini, L. Gaggero, J. P. La Torre Aro, Emanuel M. Popovici
2013 J jnl
Aging-Aware Energy-Efficient Workload Allocation for Mobile Multimedia Platforms.
IEEE Trans. Parallel Distributed Syst.
Francesco Paterna, Andrea Acquaviva, Luca Benini
2013 A* conf
Aging-aware compiler-directed VLIW assignment for GPGPU architectures.
DAC
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2013 C conf
An Ambient Temperature Variation Tolerance Scheme for an Ultra Low Power Shared-L1 Processor Cluster.
DSD
Daniele Bortolotti, Andrea Bartolini, Luca Benini
2013 B conf
An Application-Specific Forecasting Algorithm for Extending WSN Lifetime.
DCOSS
Femi A. Aderohunmu, Giacomo Paci, Davide Brunelli, Jeremiah D. Deng, Luca Benini, Martin K. Purvis
2013 J jnl
An integrated, programming model-driven framework for NoC-QoS support in cluster-based embedded many-cores.
Parallel Comput.
Jaume Joven, Andrea Marongiu, Federico Angiolini, Luca Benini, Giovanni De Micheli
2013 — conf
Architecture and programming model support for efficient heterogeneous computing on tigthly-coupled shared-memory clusters.
DASIP
Paolo Burgio, Andrea Marongiu, Robin Danilo, Philippe Coussy, Luca Benini
2013 — conf
Clamp-and-measure forever: A MOSFET-based circuit for energy harvesting and measurement targeted for power meters.
IWASI
Danilo Porcarelli, Davide Brunelli, Luca Benini
2013 — conf
Combination of hybrid energy harvesters with MEMS piezoelectric and nano-Watt radio wake up to extend lifetime of system for wireless sensor nodes.
ARCS Workshops
Michele Magno, Nathan Jackson, Alan Mathewson, Luca Benini, Emanuel M. Popovici
2013 J jnl
Computing Accurate Performance Bounds for Best Effort Networks-on-Chip.
IEEE Trans. Computers
Dara Rahmati, Srinivasan Murali, Luca Benini, Federico Angiolini, Giovanni De Micheli, Hamid Sarbazi-Azad
2013 A conf
Design of an ultra-low power device for aircraft structural health monitoring.
DATE
Alessandro Perelli, Carlo Caione, Luca De Marchi, Davide Brunelli, Alessandro Marzani, Luca Benini
2013 J jnl
Designing best effort networks-on-chip to meet hard latency constraints.
ACM Trans. Embed. Comput. Syst.
Ciprian Seiculescu, Dara Rahmati, Srinivasan Murali, Hamid Sarbazi-Azad, Luca Benini, Giovanni De Micheli
2013 — conf
Designing next-generation smart sensor hubs for the Internet-of-Things.
IWASI
Luca Benini
2013 A conf
Efficient energy management and data recovery in sensor networks using latent variables based tensor factorization.
MSWiM
Bojan Milosevic, Jinseok Yang, Nakul Verma, Sameer S. Tilak, Piero Zappi, Elisabetta Farella, Luca Benini, Tajana Simunic Rosing
2013 A conf
Enabling fine-grained OpenMP tasking on tightly-coupled shared memory clusters.
DATE
Paolo Burgio, Giuseppe Tagliavini, Andrea Marongiu, Luca Benini
2013 — conf
Energy and performance exploration of accelerator coherency port using Xilinx ZYNQ.
FPGAworld
MohammadSadegh Sadri, Christian Weis, Norbert Wehn, Luca Benini
2013 — conf
Errors-in-variables identification of thermal models for many-core computing systems.
ECC
Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini
2013 J jnl
Exploration and Optimization of 3-D Integrated DRAM Subsystems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Christian Weis, Igor Loi, Luca Benini, Norbert Wehn
2013 — conf
GPU-SHOT: Parallel Optimization for Real-Time 3D Local Description.
CVPR Workshops
Daniele Palossi, Federico Tombari, Samuele Salti, Martino Ruggiero, Luigi Di Stefano, Luca Benini
2013 B conf
HapticLib: a haptic feedback library for embedded platforms.
SAP
Leonardo Guardati, Silvio Vallorani, Bojan Milosevic, Elisabetta Farella, Luca Benini
2013 — conf
Heterogeneous multi-harvester for wireless sensor networks.
ENSSys@SenSys
Danilo Porcarelli, Michele Magno, Davide Brunelli, Luca Benini
2013 A conf
Hierarchically focused guardbanding: an adaptive approach to mitigate PVT variations and aging.
DATE
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2013 — conf
Identification of many-core systems-on-chip with input and output noises.
CDC
Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini
2013 — conf
Improving the efficiency of air-flow energy harvesters combining active and passive rectifiers.
ENSSys@SenSys
Danilo Porcarelli, Davide Brunelli, Luca Benini
2013 — conf
Improving the programmability of STHORM-based heterogeneous systems with offload-enabled OpenMP.
MES
Andrea Marongiu, Alessandro Capotondi, Giuseppe Tagliavini, Luca Benini
2013 C conf
Low-power wireless accelerometer-based system for wear detection of bandsaw blades.
INDIN
Michele Magno, Emanuel M. Popovici, Alessandro Bravin, Antonio Libri, Marco Storace, Luca Benini
2013 J jnl
Maximum-throughput mapping of SDFGs on multi-core SoC platforms.
J. Parallel Distributed Comput.
Alessio Bonfietti, Michele Lombardi, Michela Milano, Luca Benini
2013 J jnl
Multimodal Video Analysis on Self-Powered Resource-Limited Wireless Smart Camera.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Michele Magno, Federico Tombari, Davide Brunelli, Luigi Di Stefano, Luca Benini
2013 — conf
On-line thermal emulation: How to speed-up your thermal controller design.
PATMOS
Francesco Beneventi, Andrea Bartolini, Luca Benini
2013 — conf
Power saving policies for multipurpose WBAN.
PATMOS
Filippo Casamassima, Elisabetta Farella, Luca Benini
2013 — conf
Powering wireless sensor nodes with micro fuel cells.
ENSSys@SenSys
Michele Magno, Davide Brunelli, Luca Benini, Roberta Giuffrida, Salvatore Leonardi, Andrea Lazzara
2013 — conf
Prolonging the lifetime of wireless sensor networks using light-weight forecasting algorithms.
ISSNIP
Femi A. Aderohunmu, Giacomo Paci, Davide Brunelli, Jeremiah D. Deng, Luca Benini
2013 J jnl
Robust Scheduling of Task Graphs under Execution Time Uncertainty.
IEEE Trans. Computers
Michele Lombardi, Michela Milano, Luca Benini
2013 A conf
SCC thermal model identification via advanced bias-compensated least-squares.
DATE
Roberto Diversi, Andrea Bartolini, Andrea Tilli, Francesco Beneventi, Luca Benini
2013 J jnl
SIM
Concurr. Comput. Pract. Exp.
Shivani Raghav, Andrea Marongiu, Christian Pinto, Martino Ruggiero, David Atienza, Luca Benini
2013 — conf
SWIFTNET: A data acquisition protocol for fast-reactive monitoring applications.
SIES
Femi A. Aderohunmu, Giacomo Paci, Luca Benini, Jeremiah D. Deng, Davide Brunelli
2013 J jnl
Spatial Memoization: Concurrent Instruction Reuse to Correct Timing Errors in SIMD Architectures.
IEEE Trans. Circuits Syst. II Express Briefs
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2013 C conf
Synchronization methods for Bluetooth based WBANs.
BSN
Filippo Casamassima, Elisabetta Farella, Luca Benini
2013 Misc conf
Synthesis-friendly techniques for tightly-coupled integration of hardware accelerators into shared-memory multi-core clusters.
CODES+ISSS
Francesco Conti, Andrea Marongiu, Luca Benini
2013 J jnl
Thermal and Energy Management of High-Performance Multicores: Distributed and Self-Calibrating Model-Predictive Controller.
IEEE Trans. Parallel Distributed Syst.
Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini
2013 B conf
Trade-offs of Forecasting Algorithm for Extending WSN Lifetime in a Real-World Deployment.
DCOSS
Femi A. Aderohunmu, Giacomo Paci, Davide Brunelli, Jeremiah D. Deng, Luca Benini, Martin K. Purvis
2013 — conf
Transparent and energy-efficient speculation on NUMA architectures for embedded MPSoCs.
MES
Dimitra Papagiannopoulou, R. Iris Bahar, Tali Moreshet, Maurice Herlihy, Andrea Marongiu, Luca Benini
2013 A conf
Variation-tolerant OpenMP tasking on tightly-coupled processor clusters.
DATE
Abbas Rahimi, Andrea Marongiu, Paolo Burgio, Rajesh K. Gupta, Luca Benini
2013 — conf
VirtualSoC: A Full-System Simulation Environment for Massively Parallel Heterogeneous System-on-Chip.
IPDPS Workshops
Daniele Bortolotti, Christian Pinto, Andrea Marongiu, Martino Ruggiero, Luca Benini
2013 B conf
Wearable low power dry surface wireless sensor node for healthcare monitoring application.
WiMob
Michele Magno, Luca Benini, Christian Spagnol, Emanuel M. Popovici
2013 A* conf
Workload and user experience-aware dynamic reliability management in multicore processors.
DAC
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini
2012 C conf
3D-LIN: A configurable low-latency interconnect for multi-core clusters with 3D stacked L1 memory.
VLSI-SoC
Giulia Beanato, Igor Loi, Giovanni De Micheli, Yusuf Leblebici, Luca Benini
2012 J jnl
A Buffer-Sizing Algorithm for Network-on-Chips with Multiple Voltage-Frequency Islands.
J. Electr. Comput. Eng.
Anish S. Kumar, M. Pawan Kumar, Srinivasan Murali, V. Kamakoti, Luca Benini, Giovanni De Micheli
2012 Misc conf
A distributed interleaving scheme for efficient access to WideIO DRAM memory.
CODES+ISSS
Ciprian Seiculescu, Luca Benini, Giovanni De Micheli
2012 C conf
A high-throughput and low-latency interconnection network for multi-core Clusters with 3-D stacked L2 tightly-coupled data memory.
VLSI-SoC
Kyungsu Kang, Luca Benini, Giovanni De Micheli
2012 — conf
A multi-banked shared-l1 cache architecture for tightly coupled processor clusters.
ISSoC
Mohammad Reza Kakoee, Vladimir Petrovic, Luca Benini
2012 A conf
A resilient architecture for low latency communication in shared-L1 processor clusters.
DATE
Mohammad Reza Kakoee, Igor Loi, Luca Benini
2012 C conf
A retrospective look at xpipes: The exciting ride from a design experience to a design platform for nanoscale networks-on-chip.
ICCD
Davide Bertozzi, Luca Benini
2012 — conf
A tightly-coupled multi-core cluster with shared-memory HW accelerators.
ICSAMOS
Masoud Dehyadegari, Andrea Marongiu, Mohammad Reza Kakoee, Luca Benini, Siamak Mohammadi, Nasser Yazdani
2012 J jnl
An OpenMP Compiler for Efficient Use of Distributed Scratchpad Memory in MPSoCs.
IEEE Trans. Computers
Andrea Marongiu, Luca Benini
2012 A conf
An energy efficient DRAM subsystem for 3D integrated SoCs.
DATE
Christian Weis, Igor Loi, Luca Benini, Norbert Wehn
2012 A conf
Analysis of instruction-level vulnerability to dynamic voltage and temperature variations.
DATE
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
2012 — conf
Analytic comparison of wake-up receivers for WSNs and benefits over the wake-on radio scheme.
PM2HW2N@MSWiM
Vana Jelicic, Michele Magno, Davide Brunelli, Vedran Bilas, Luca Benini
2012 — conf
Characterization of lithium-ion capacitors for low-power energy neutral wireless sensor networks.
INSS
Danilo Porcarelli, Davide Brunelli, Luca Benini
2012 B conf
Combined methods to extend the lifetime of power hungry WSN with multimodal sensors and nanopower wakeups.
IWCMC
Michele Magno, Stevan Jovica Marinkovic, Davide Brunelli, Luca Benini, Emanuel M. Popovici
2012 — conf
Configurable Low-Latency Interconnect for Multi-core Clusters.
VLSI-SoC (Selected Papers)
Giulia Beanato, Igor Loi, Giovanni De Micheli, Yusuf Leblebici, Luca Benini
2012 C conf
Design and validation of an attitude and heading reference system for an aerial robot prototype.
ACC
Bojan Milosevic, Roberto Naldi, Elisabetta Farella, Luca Benini, Lorenzo Marconi
2012 A conf
Design of a collective communication infrastructure for barrier synchronization in cluster-based nanoscale MPSoCs.
DATE
José L. Abellán, Juan Fernández Peinador, Manuel E. Acacio, Davide Bertozzi, Daniele Bortolotti, Andrea Marongiu, Luca Benini
2012 J jnl
Distributed Compressive Sampling for Lifetime Optimization in Dense Wireless Sensor Networks.
IEEE Trans. Ind. Informatics
Carlo Caione, Davide Brunelli, Luca Benini
2012 Misc conf
Don't burn your mobile!: safe computational re-sprinting via model predictive control.
CODES+ISSS
Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini
2012 J jnl
Evaluation of GALS Methods in Scaled CMOS Technology: Moonrake Chip Experience.
Int. J. Embed. Real Time Commun. Syst.
Milos Krstic, Xin Fan, Eckhard Grass, Luca Benini, Mohammad Reza Kakoee, Christoph Heer, Birgit Sanders, Alessandro Strano, Davide Bertozzi
2012 A conf
Fast and lightweight support for nested parallelism on cluster-based embedded many-cores.
DATE
Andrea Marongiu, Paolo Burgio, Luca Benini
2012 — conf
Full system simulation of many-core heterogeneous SoCs using GPU and QEMU semihosting.
GPGPU@ASPLOS
Shivani Raghav, Andrea Marongiu, Christian Pinto, David Atienza, Martino Ruggiero, Luca Benini
2012 B conf
Global Cyclic Cumulative Constraint.
CPAIOR
Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano
2012 J jnl
Low-power processor architecture exploration for online biomedical signal analysis.
IET Circuits Devices Syst.
Ahmed Yasir Dogan, Jeremy Constantin, David Atienza, Andreas Burg, Luca Benini
2012 J jnl
Network-Level Power-Performance Trade-Off in Wearable Activity Recognition: A Dynamic Sensor Selection Approach.
ACM Trans. Embed. Comput. Syst.
Piero Zappi, Daniel Roggen, Elisabetta Farella, Gerhard Tröster, Luca Benini
2012 J jnl
Online thermal control methods for multiprocessor systems.
ACM Trans. Design Autom. Electr. Syst.
Francesco Zanini, David Atienza, Colin N. Jones, Luca Benini, Giovanni De Micheli
2012 C conf
OpenMP-based Synergistic Parallelization and HW Acceleration for On-Chip Shared-Memory Clusters.
DSD
Paolo Burgio, Andrea Marongiu, Dominique Heller, Cyrille Chavet, Philippe Coussy, Luca Benini
2012 — conf
Opportunistic hierarchical classification for power optimization in wearable movement monitoring systems.
SIES
Francesco Fraternali, Mahsan Rofouei, Nabil Alshurafa, Hassan Ghasemzadeh, Luca Benini, Majid Sarrafzadeh
2012 A* conf
Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching.
AAAI
Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2012 A conf
P2012: Building an ecosystem for a scalable, modular and high-efficiency embedded computing accelerator.
DATE
Luca Benini, Eric Flamand, Didier Fuin, Diego Melpignano
2012 A* conf
Platform 2012, a many-core computing accelerator for embedded SoCs: performance evaluation of visual analytics applications.
DAC
Diego Melpignano, Luca Benini, Eric Flamand, Bruno Jego, Thierry Lepley, Germain Haugou, Fabien Clermidy, Denis Dutoit
2012 A conf
Procedure hopping: a low overhead solution to mitigate variability in shared-L1 processor clusters.
ISLPED
Abbas Rahimi, Luca Benini, Rajesh Gupta
2012 A conf
Quantifying the impact of frequency scaling on the energy efficiency of the single-chip cloud computer.
DATE
Andrea Bartolini, MohammadSadegh Sadri, John-Nicholas Furst, Ayse Kivilcim Coskun, Luca Benini
2012 J jnl
Reconfigurable natural interaction in smart environments: approach and prototype implementation.
Pers. Ubiquitous Comput.
Sara Bartolini, Bojan Milosevic, Alfredo D'Elia, Elisabetta Farella, Luca Benini, Tullio Salmon Cinotti
2012 J jnl
Robust Near-Threshold Design With Fine-Grained Performance Tunability.
IEEE Trans. Circuits Syst. I Regul. Pap.
Mohammad Reza Kakoee, Luca Benini
2012 J jnl
Row-based FBB: A design-time optimization for post-silicon tunable circuits.
Microelectron. J.
Mohammad Reza Kakoee, Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini
2012 A conf
Smart power unit with ultra low power radio trigger capabilities for wireless sensor networks.
DATE
Michele Magno, Stevan Jovica Marinkovic, Davide Brunelli, Emanuel M. Popovici, Brendan O'Flynn, Luca Benini
2012 J jnl
Variability-Aware Task Allocation for Energy-Efficient Quality of Service Provisioning in Embedded Streaming Multimedia Applications.
IEEE Trans. Computers
Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini
2012 J jnl
Variability-tolerant workload allocation for MPSoC energy minimization under real-time constraints.
ACM Trans. Embed. Comput. Syst.
Francesco Paterna, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Luca Benini
2012 J jnl
Variation-Tolerant Architecture for Ultra Low Power Shared-L1 Processor Clusters.
IEEE Trans. Circuits Syst. II Express Briefs
Mohammad Reza Kakoee, Igor Loi, Luca Benini
2012 C conf
Xpipes: A latency insensitive parameterized network-on-chip architecture for multi-processor SoCs.
ICCD
Matteo Dall'Osso, Gianluca Biccari, Luca Giovannini, Davide Bertozzi, Luca Benini
2011 — ch.
3D Network on Chip Topology Synthesis: Designing Custom Topologies for Chip Stacks.
3D Integration for NoC-based SoC Architectures
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2011 A conf
A Constraint Based Approach to Cyclic RCPSP.
CP
Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano
2011 — conf
A Cost-effective Indoor Vibrotactile Navigation System for the Blind.
HEALTHINF
Marco Altini, Elisabetta Farella, Marco Pirini, Luca Benini
2011 — conf
A DRAM Centric NoC Architecture and Topology Design Approach.
ISVLSI
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2011 — conf
A Method for Integrating Network-on-Chip Topologies with 3D ICs.
ISVLSI
M. Pawan Kumar, Anish S. Kumar, Srinivasan Murali, Luca Benini, Kamakoti Veezhinathan
2011 — conf
A Simulation Based Buffer Sizing Algorithm for Network on Chips.
ISVLSI
Anish S. Kumar, M. Pawan Kumar, Srinivasan Murali, V. Kamakoti, Luca Benini, Giovanni De Micheli
2011 — conf
A System Level Approach to Multi-core Thermal Sensors Calibration.
PATMOS
Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini
2011 A conf
A distributed and self-calibrating model-predictive controller for energy and thermal management of high-performance multicores.
DATE
Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini
2011 — conf
A distributed and topology-agnostic approach for on-line NoC testing.
NOCS
Mohammad Reza Kakoee, Valeria Bertacco, Luca Benini
2011 A conf
A fully-synthesizable single-cycle interconnection network for Shared-L1 processor clusters.
DATE
Abbas Rahimi, Igor Loi, Mohammad Reza Kakoee, Luca Benini
2011 A conf
An effective multi-source energy harvester for low power applications.
DATE
Davide Carli, Davide Brunelli, Luca Benini, Massimiliano Ruggeri
2011 A conf
An efficient on-line task allocation algorithm for QoS and energy efficiency in multicore multimedia platforms.
DATE
Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini
2011 A conf
Bus Access Design for Combined Worst and Average Case Execution Time Optimization of Predictable Real-Time Applications on Multiprocessor Systems-on-Chip.
IEEE Real-Time and Embedded Technology and Applications Symposium
Jakob Rosen, Carl-Fredrik Neikter, Petru Eles, Zebo Peng, Paolo Burgio, Luca Benini
2011 J jnl
Characterization and Implementation of Fault-Tolerant Vertical Links for 3-D Networks-on-Chip.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Igor Loi, Federico Angiolini, Shinobu Fujita, Subhasish Mitra, Luca Benini
2011 J jnl
Design Issues and Considerations for Low-Cost 3-D TSV IC Technology.
IEEE J. Solid State Circuits
Geert Van der Plas, Paresh Limaye, Igor Loi, Abdelkarim Mercha, Herman Oprins, Cristina Torregiani, Steven Thijs, Dimitri Linten, Michele Stucchi, Guruprasad Katti, Dimitrios Velenis, Vladimir Cherman, Bart Vandevelde, Veerle Simons, Ingrid De Wolf, Riet Labie, Dan Perry, Stephane Bronckers, Nikolaos Minas, Miro Cupac, Wouter Ruythooren, Jan Van Olmen, Alain Phommahaxay, Muriel de Potter de ten Broeck, Ann Opdebeeck, Michal Rakowski, Bart De Wachter, Morin Dehan, Marc Nelis, Rahul Agarwal, Antonio Pullini, Federico Angiolini, Luca Benini, Wim Dehaene, Youssef Travaly, Eric Beyne, Paul Marchal
2011 — ch.
Design and Analysis of NoCs for Low-Power 2D and 3D SoCs.
Low Power Networks-on-Chip
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2011 A conf
Design space exploration for 3D-stacked DRAMs.
DATE
Christian Weis, Norbert Wehn, Igor Loi, Luca Benini
2011 B conf
Energy-aware objects abandon / removal detection.
AVSS
Alessandro Lanza, Michele Magno, Davide Brunelli, Luigi Di Stefano, Luca Benini
2011 — conf
Exploring instruction caching strategies for tightly-coupled shared-memory clusters.
SoC
Daniele Bortolotti, Francesco Paterna, Christian Pinto, Andrea Marongiu, Martino Ruggiero, Luca Benini
2011 J jnl
Fast Computation of Discharge Current Upper Bounds for Clustered Power Gating.
IEEE Trans. Very Large Scale Integr. Syst.
Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2011 J jnl
Fine-Grained Power and Body-Bias Control for Near-Threshold Deep Sub-Micron CMOS Circuits.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Mohammad Reza Kakoee, Luca Benini
2011 B conf
GPGPU-Accelerated Parallel and Fast Simulation of Thousand-Core Platforms.
CCGRID
Christian Pinto, Shivani Raghav, Andrea Marongiu, Martino Ruggiero, David Atienza, Luca Benini
2011 J jnl
Guest Editorial: Special Section on the ACM/IEEE Symposium on Networks-on-Chip 2010.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Luca P. Carloni
2011 — conf
MPOpt-Cell: a high-performance data-flow programming environment for the CELL BE processor.
Conf. Computing Frontiers
Alessio Franceschelli, Paolo Burgio, Giuseppe Tagliavini, Andrea Marongiu, Martino Ruggiero, Michele Lombardi, Alessio Bonfietti, Michela Milano, Luca Benini
2011 — conf
Merging RFID, visual and gesture recognition technologies to generate and manage smart environments.
RFID-TA
Alessandra Costanzo, Sara Bartolini, Luca Benini, Elisabetta Farella, Diego Masotti, Bojan Milosevic, Luigi Di Stefano, Alessandro Franchi, Tullio Salmon Cinotti, Sandra Mattarozzi, Valerio Nannini
2011 — conf
Moonrake chip - GALS demonstrator in 40 nm CMOS technology.
SoC
Milos Krstic, Xin Fan, Eckhard Grass, Christoph Heer, Birgit Sanders, Luca Benini, Mohammad Reza Kakoee, Alessandro Strano, Davide Bertozzi
2011 A conf
Neuron Constraints to Model Complex Real-World Problems.
CP
Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2011 J jnl
Optimal resource allocation and scheduling for the CELL BE platform.
Ann. Oper. Res.
Luca Benini, Michele Lombardi, Michela Milano, Martino Ruggiero
2011 — conf
PRO3D, Programming for Future 3D Manycore Architectures: Project's Interim Status.
FMCO
Christian Fabre, Iuliana Bacivarov, Ananda Basu, Martino Ruggiero, David Atienza, Eric Flamand, Jean-Pierre Krimm, Julien Mottin, Lars Schor, Pratyush Kumar, Hoeseok Yang, Devesh B. Chokshi, Lothar Thiele, Saddek Bensalem, Marius Bozga, Luca Benini, Mohamed M. Sabry, Yusuf Leblebici, Giovanni De Micheli, Diego Melpignano
2011 J jnl
Parallel Rendering and Animation of Subdivision Surfaces on the Cell BE Processor.
Int. J. Parallel Program.
Luca Benini, R. Grottesi, Serena Morigi, Martino Ruggiero
2011 — conf
Power/Performance Exploration of Single-core and Multi-core Processor Approaches for Biomedical Signal Processing.
PATMOS
Ahmed Yasir Dogan, David Atienza, Andreas Burg, Igor Loi, Luca Benini
2011 B conf
Precedence Constraint Posting for Cyclic Scheduling Problems.
CPAIOR
Michele Lombardi, Alessio Bonfietti, Michela Milano, Luca Benini
2011 A conf
ReliNoC: A reliable network for priority-based on-chip communication.
DATE
Mohammad Reza Kakoee, Valeria Bertacco, Luca Benini
2011 J jnl
Row-Based Power-Gating: A Novel Sleep Transistor Insertion Methodology for Leakage Power Optimization in Nanometer CMOS Circuits.
IEEE Trans. Very Large Scale Integr. Syst.
Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2011 — conf
SCC Thermal Sensor Characterization and Calibration.
MARC Symposium
Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini
2011 Misc conf
SoC-TM: integrated HW/SW support for transactional memory programming on embedded MPSoCs.
CODES+ISSS
Cesare Ferri, Andrea Marongiu, Benjamin Lipton, R. Iris Bahar, Tali Moreshet, Luca Benini, Maurice Herlihy
2011 B conf
Static Thermal Model Learning for High-Performance Multicore Servers.
ICCCN
Francesco Beneventi, Andrea Bartolini, Luca Benini
2011 J jnl
Supporting OpenMP on a multi-cluster embedded MPSoC.
Microprocess. Microsystems
Andrea Marongiu, Paolo Burgio, Luca Benini
2011 — conf
Synchronous Reactive Fine Grain Tasks Management for Homogeneous Many-Core Architectures.
ARCS Workshops
Maroun Ojail, Raphaël David, Karim Ben Chehida, Yves Lhuillier, Luca Benini
2011 C conf
Thermal-aware system-level modeling and management for Multi-Processor Systems-on-Chip.
ISCAS
Francesco Zanini, David Atienza, Luca Benini, Giovanni De Micheli
2011 J jnl
Variability compensation for full-swing against low-swing on-chip communication.
IET Comput. Digit. Tech.
Giacomo Paci, Davide Bertozzi, Luca Benini
2010 C conf
3D NoCs - Unifying inter & intra chip communication.
ISCAS
Igor Loi, Pol Marchal, Antonio Pullini, Luca Benini
2010 J jnl
A Refinement Methodology for Clock Gating Optimization at Layout Level in Digital Circuits.
J. Low Power Electron.
Luca Benini, Alberto Bocca, Alberto Bonanno, Alberto Macii, Enrico Macii, Jean-Luc Nagel, Christian Piguet, Massimo Poncino
2010 — conf
A kinetic energy harvester with fast start-up for wearable body-monitoring sensors.
PervasiveHealth
Jacopo Olivo, Davide Brunelli, Luca Benini
2010 A conf
A method to remove deadlocks in Networks-on-Chips with Wormhole flow control.
DATE
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2010 — conf
A new physical routing approach for robust bundled signaling on NoC links.
ACM Great Lakes Symposium on VLSI
Mohammad Reza Kakoee, Igor Loi, Luca Benini
2010 — conf
A virtual platform environment for exploring power, thermal and reliability management control strategies in high-performance multicores.
ACM Great Lakes Symposium on VLSI
Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini, Matthias Gries
2010 J jnl
Accelerometer-based fall detection using optimized ZigBee data streaming.
Microelectron. J.
Marco Benocci, Carlo Tacconi, Elisabetta Farella, Luca Benini, Lorenzo Chiari, Laura Vanzago
2010 J jnl
Adaptive Power Management for Environmentally Powered Systems.
IEEE Trans. Computers
Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini
2010 C conf
Adaptive TDMA bus allocation and elastic scheduling: A unified approach for enhancing robustness in multi-core RT systems.
ICCD
Paolo Burgio, Martino Ruggiero, Francesco Esposito, Mauro Marinoni, Giorgio C. Buttazzo, Luca Benini
2010 A conf
An efficient and complete approach for throughput-maximal SDF allocation and scheduling on multi-core platforms.
DATE
Alessio Bonfietti, Luca Benini, Michele Lombardi, Michela Milano
2010 A conf
An efficient distributed memory interface for many-core platform with 3D stacked DRAM.
DATE
Igor Loi, Luca Benini
2010 A conf
Automatic synthesis of near-threshold circuits with fine-grained performance tunability.
ISLPED
Mohammad Reza Kakoee, Ashoka Visweswara Sathanur, Antonio Pullini, Jos Huisken, Luca Benini
2010 — conf
Battery-aware power management techniques for wearable haptic nodes.
BODYNETS
Mahsan Rofouei, Elisabetta Farella, Davide Brunelli, Majid Sarrafzadeh, Luca Benini
2010 J jnl
Capacitance DNA bio-chips improved by new probe immobilization strategies.
Microelectron. J.
Sandro Carrara, Andrea Cavallini, Yusuf Leblebici, Giovanni De Micheli, Vijayender Bhalla, Francesco Valle, Bruno Samorì, Luca Benini, Bruno Riccò, Inger Vikholm-Lundin, Tony Munter
2010 J jnl
Collecting Datasets from Ambient Intelligence Environments.
Int. J. Ambient Comput. Intell.
Piero Zappi, Clemens Lombriser, Luca Benini, Gerhard Tröster
2010 J jnl
Comparative Analysis of NoCs for Two-Dimensional Versus Three-Dimensional SoCs Supporting Multiple Voltage and Frequency Islands.
IEEE Trans. Circuits Syst. II Express Briefs
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2010 J jnl
Comparison of energy intake prediction algorithms for systems powered by photovoltaic harvesters.
Microelectron. J.
Carlo Bergonzini, Davide Brunelli, Luca Benini
2010 — conf
Compressive sensing optimization over ZigBee networks.
SIES
Carlo Caione, Davide Brunelli, Luca Benini
2010 — conf
Design of networks on chips for 3D ICs.
ASP-DAC
Srinivasan Murali, Luca Benini, Giovanni De Micheli
2010 A conf
Design space exploration of a mesochronous link for cost-effective and flexible GALS NOCs.
DATE
Daniele Ludovici, Alessandro Strano, Georgi Nedeltchev Gaydadjiev, Luca Benini, Davide Bertozzi
2010 A conf
Efficient OpenMP data mapping for multicore platforms with vertically stacked memory.
DATE
Andrea Marongiu, Martino Ruggiero, Luca Benini
2010 — conf
Energy Efficient Cooperative Multimodal Ambient Monitoring.
EuroSSC
Michele Magno, Davide Brunelli, Piero Zappi, Luca Benini
2010 C conf
Energy aware multimodal embedded video surveillance.
VLSI-SoC
Michele Magno, Alessandro Lanza, Davide Brunelli, Luigi Di Stefano, Luca Benini
2010 C conf
Evaluating OpenMP Support Costs on MPSoCs.
DSD
Andrea Marongiu, Paolo Burgio, Luca Benini
2010 Misc conf
Exploring programming model-driven QoS support for NoC-based platforms.
CODES+ISSS
Jaume Joven, Andrea Marongiu, Federico Angiolini, Luca Benini, Giovanni De Micheli
2010 B conf
GENESI: Green sEnsor NEtworks for Structural monItoring.
SECON
Luca Benini, Davide Brunelli, Chiara Petrioli, Simone Silvestri
2010 C conf
Methods for Designing Reliable Probe Arrays.
BIBE
Michele Lombardi, Luca Benini, Abhishek Garg, Giovanni De Micheli
2010 A* conf
Networks on Chips: from research to products.
DAC
Giovanni De Micheli, Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Federico Angiolini, Antonio Pullini
2010 A conf
Parallel subdivision surface rendering and animation on the Cell BE processor.
DATE
R. Grottesi, Serena Morigi, Martino Ruggiero, Luca Benini
2010 J jnl
Performability/Energy Tradeoff in Error-Control Schemes for On-Chip Networks.
IEEE Trans. Very Large Scale Integr. Syst.
Alireza Ejlali, Bashir M. Al-Hashimi, Paul M. Rosinger, Seyed Ghassem Miremadi, Luca Benini
2010 C conf
Rapid and efficient application design using a signal processing framework for WSN.
ISCC
Carlo Caione, Davide Brunelli, Luca Benini
2010 — conf
Scalable instruction set simulator for thousand-core architectures running on GPGPUs.
HPCS
Shivani Raghav, Martino Ruggiero, David Atienza, Christian Pinto, Andrea Marongiu, Luca Benini
2010 J jnl
Stochastic allocation and scheduling for conditional task graphs in multi-processor systems-on-chip.
J. Sched.
Michele Lombardi, Michela Milano, Martino Ruggiero, Luca Benini
2010 J jnl
SunFloor 3D: A Tool for Networks on Chip Topology Synthesis for 3-D Systems on Chips.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2010 — conf
Variability-tolerant run-time workload allocation for MPSoC energy minimization under real-time constraints.
Conf. Computing Frontiers
Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini
2010 Misc conf
Vertical stealing: robust, locality-aware do-all workload distribution for 3D MPSoCs.
CASES
Andrea Marongiu, Paolo Burgio, Luca Benini
2010 — conf
Wearable assistant for load monitoring: recognition of on - body load placement from gait alterations.
PervasiveHealth
Marco Benocci, Marc Bächlin, Elisabetta Farella, Daniel Roggen, Luca Benini, Gerhard Tröster
2009 J jnl
A Feedback-Based Approach to DVFS in Data-Flow Applications.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Andrea Alimonda, Salvatore Carta, Andrea Acquaviva, Alessandro Pisano, Luca Benini
2009 — conf
A floorplan-aware interactive tool flow for NoC design and synthesis.
SoCC
Mohammad Reza Kakoee, Federico Angiolini, Srinivasan Murali, Antonio Pullini, Ciprian Seiculescu, Luca Benini
2009 A conf
A method for calculating hard QoS guarantees for Networks-on-Chip.
ICCAD
Dara Rahmati, Srinivasan Murali, Luca Benini, Federico Angiolini, Giovanni De Micheli, Hamid Sarbazi-Azad
2009 — conf
A wireless system for gait and posture analysis based on pressure insoles and Inertial Measurement Units.
PervasiveHealth
Marco Benocci, Laura Rocchi, Elisabetta Farella, Lorenzo Chiari, Luca Benini
2009 A conf
Adaptive idleness distribution for non-uniform aging tolerance in MultiProcessor Systems-on-Chip.
DATE
Francesco Paterna, Luca Benini, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Mauro Olivieri
2009 — conf
Adaptive power control for solar harvesting multimodal wireless smart camera.
ICDSC
Michele Magno, Davide Brunelli, Lothar Thiele, Luca Benini
2009 — conf
Capturing topology-level implications of link synthesis techniques for nanoscale networks-on-chip.
ACM Great Lakes Symposium on VLSI
Daniele Ludovici, Georgi Nedeltchev Gaydadjiev, Davide Bertozzi, Luca Benini
2009 — conf
Comparing tightly and loosely coupled mesochronous synchronizers in a NoC switch architecture.
NOCS
Daniele Ludovici, Alessandro Strano, Davide Bertozzi, Luca Benini, Georgi Gaydadjiev
2009 J jnl
Design of a Flexible Reactivation Cell for Safe Power-Mode Transition in Power-Gated Circuits.
IEEE Trans. Circuits Syst. I Regul. Pap.
Andrea Calimera, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2009 J jnl
Design of a Solar-Harvesting Circuit for Batteryless Embedded Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Davide Brunelli, Clemens Moser, Lothar Thiele, Luca Benini
2009 A ed.
Design, Automation and Test in Europe, DATE 2009, Nice, France, April 20-24, 2009
DATE
Luca Benini, Giovanni De Micheli, Bashir M. Al-Hashimi, Wolfgang Müller
2009 Misc conf
Designing Regular Network-on-Chip Topologies under Technology, Architecture and Software Constraints.
CISIS
Francisco Gilabert Villamón, Daniele Ludovici, Simone Medardoni, Davide Bertozzi, Luca Benini, Georgi Nedeltchev Gaydadjiev
2009 A conf
Effectiveness of adaptive supply voltage and body bias as post-silicon variability compensation techniques for full-swing and low-swing on-chip communication channels.
DATE
Giacomo Paci, Davide Bertozzi, Luca Benini
2009 A conf
Efficient OpenMP support and extensions for MPSoCs with explicitly managed memory hierarchy.
DATE
Andrea Marongiu, Luca Benini
2009 J jnl
Exploiting Temporal Discharge Current Information to Improve the Efficiency of Clustered Power-Gating.
J. Low Power Electron.
Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2009 J jnl
Hidden Markov Model based gesture recognition on low-cost, low-power Tangible User Interfaces.
Entertain. Comput.
Piero Zappi, Bojan Milosevic, Elisabetta Farella, Luca Benini
2009 — conf
Hidden Markov Models Implementation for Tangible Interfaces.
INTETAIN
Piero Zappi, Elisabetta Farella, Luca Benini
2009 C conf
Load Optimization of an Inductive Power Link for Remote Powering of Biomedical Implants.
ISCAS
Kanber Mithat Silay, Denis Dondi, Luca Larcher, Michel J. Declercq, Luca Benini, Yusuf Leblebici, Catherine Dehollain
2009 Misc conf
Minimization of the reconfiguration latency for the mapping of applications on FPGA-based systems.
CODES+ISSS
Vincenzo Rana, Srinivasan Murali, David Atienza, Marco D. Santambrogio, Luca Benini, Donatella Sciuto
2009 — conf
Multicore thermal management with model predictive control.
ECCTD
Francesco Zanini, David Atienza, Luca Benini, Giovanni De Micheli
2009 B conf
Multimodal Abandoned/Removed Object Detection for Low Power Video Surveillance Systems.
AVSS
Michele Magno, Federico Tombari, Davide Brunelli, Luigi Di Stefano, Luca Benini
2009 — ch.
Networks-on-Chip: an Interconnect Fabric for Multiprocessor Systems-on-Chip.
Embedded Systems Design and Verification
Francisco Gilabert Villamón, Davide Bertozzi, Luca Benini, Giovanni De Micheli
2009 A* conf
NoC topology synthesis for supporting shutdown of voltage islands in SoCs.
DAC
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2009 C conf
OpenMP Support for NBTI-Induced Aging Tolerance in MPSoCs.
SSS
Andrea Marongiu, Andrea Acquaviva, Luca Benini
2009 J jnl
Photovoltaic scavenging systems: Modeling and optimization.
Microelectron. J.
Davide Brunelli, Denis Dondi, Alessandro Bertacchini, Luca Larcher, Paolo Pavan, Luca Benini
2009 A conf
Physically clustered forward body biasing for variability compensation in nanometer CMOS design.
DATE
Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Giovanni De Micheli, Enrico Macii
2009 A* conf
Predictability vs. Efficiency in the Multicore Era: Fight of Titans or Happy Ever after?.
CAV
Luca Benini
2009 J jnl
Reducing the Abstraction and Optimality Gaps in the Allocation and Scheduling for Variable Voltage/Frequency MPSoC Platforms.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Martino Ruggiero, Davide Bertozzi, Luca Benini, Michela Milano, Alexandru Andrei
2009 A conf
Robust non-preemptive hard real-time scheduling for clustered multicore platforms.
DATE
Michele Lombardi, Michela Milano, Luca Benini
2009 — ch.
SoC Communication Architectures: From Interconnection Buses to Packet-Switched NoCs.
Embedded Systems Design and Verification
José L. Ayala, Marisa López-Vallejo, Davide Bertozzi, Luca Benini
2009 A conf
SunFloor 3D: A tool for Networks On Chip topology synthesis for 3D systems on chips.
DATE
Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2009 A conf
Synthesis of low-overhead configurable source routing tables for network interfaces.
DATE
Igor Loi, Federico Angiolini, Luca Benini
2009 — conf
Synthesis of networks on chips for 3D systems on chips.
ASP-DAC
Srinivasan Murali, Ciprian Seiculescu, Luca Benini, Giovanni De Micheli
2009 A conf
System-level power/performance evaluation of 3D stacked DRAMs for mobile applications.
DATE
Marco Facchini, Trevor E. Carlson, Anselme Vignon, Martin Palkovic, Francky Catthoor, Wim Dehaene, Luca Benini, Paul Marchal
2009 J jnl
Thermal Balancing Policy for Multiprocessor Stream Computing Platforms.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Fabrizio Mulas, David Atienza, Andrea Acquaviva, Salvatore Carta, Luca Benini, Giovanni De Micheli
2009 B conf
Throughput Constraint for Synchronous Data Flow Graphs.
CPAIOR
Alessio Bonfietti, Michele Lombardi, Michela Milano, Luca Benini
2009 — conf
Variability-tolerant workload allocation for MPSoC energy minimization under real-time constraints.
ESTIMedia
Francesco Paterna, Luca Benini, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli
2009 A conf
Visual quality analysis for dynamic backlight scaling in LCD systems.
DATE
Andrea Bartolini, Martino Ruggiero, Luca Benini
2008 A conf
A Constraint Programming Approach for Allocation and Scheduling on the CELL Broadband Engine.
CP
Luca Benini, Michele Lombardi, Michela Milano, Martino Ruggiero
2008 J jnl
A Fast and Accurate Technique for Mapping Parallel Applications on Stream-Oriented MPSoC Platforms with Communication Awareness.
Int. J. Parallel Program.
Martino Ruggiero, Alessio Guerri, Davide Bertozzi, Michela Milano, Luca Benini
2008 — conf
A High-Performance Wireless Sensor Node for Industrial Control Applications.
ICONS
Michele Paselli, Frederik Petré, Olivier Rousseaux, Guy Meynants, Bert Gyselinckx, Marc Engels, Luca Benini
2008 J jnl
A Reactive and Cycle-True IP Emulator for MPSoC Exploration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Shankar Mahadevan, Federico Angiolini, Jens Sparsø, Luca Benini, Jan Madsen
2008 A conf
A Scalable Algorithmic Framework for Row-Based Power-Gating.
DATE
Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2008 C conf
A Solar-powered Video Sensor Node for Energy Efficient Multimodal Surveillance.
DSD
Michele Magno, Davide Brunelli, Piero Zappi, Luca Benini
2008 A conf
A low-overhead fault tolerance scheme for TSV-based 3D network on chip links.
ICCAD
Igor Loi, Subhasish Mitra, Thomas H. Lee, Shinobu Fujita, Luca Benini
2008 J jnl
A multiprocessor system-on-chip for real-time biomedical monitoring and analysis: ECG prototype architectural design space exploration.
ACM Trans. Design Autom. Electr. Syst.
Iyad Al Khatib, Francesco Poletti, Davide Bertozzi, Luca Benini, Mohamed Bechara, Hasan Khalifeh, Axel Jantsch, Rustam Nabiev
2008 — conf
A smart wireless glove for gesture interaction.
SIGGRAPH Posters
Elisabetta Farella, Omar Cafini, Luca Benini, Bruno Riccò
2008 B conf
Activity Recognition from On-Body Sensors: Accuracy-Power Trade-Off by Dynamic Sensor Selection.
EWSN
Piero Zappi, Clemens Lombriser, Thomas Stiefmeier, Elisabetta Farella, Daniel Roggen, Luca Benini, Gerhard Tröster
2008 A conf
An Efficient Solar Energy Harvester for Wireless Sensor Nodes.
DATE
Davide Brunelli, Luca Benini, Clemens Moser, Lothar Thiele
2008 B conf
Analysis of Audio Streaming Capability of Zigbee Networks.
EWSN
Davide Brunelli, Massimo Maggiorotti, Luca Benini, Fabio Luigi Bellifemine
2008 C conf
Analysis of Power Management Strategies for a Large-Scale SoC Platform in 65nm Technology.
DSD
Andrea Marongiu, Luca Benini, Andrea Acquaviva, Andrea Bartolini
2008 — conf
Approximate Control Design for Solar Driven Sensor Nodes.
HSCC
Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini
2008 C conf
Cellflow: A Parallel Application Development Environment with Run-Time Support for the Cell BE Processor.
DSD
Martino Ruggiero, Michele Lombardi, Michela Milano, Luca Benini
2008 Misc conf
DBS4video: dynamic luminance backlight scaling based on multi-histogram frame characterization for video streaming application.
EMSOFT
Martino Ruggiero, Andrea Bartolini, Luca Benini
2008 A conf
Developing Mesochronous Synchronizers to Enable 3D NoCs.
DATE
Igor Loi, Federico Angiolini, Luca Benini
2008 J jnl
Dynamic Thermal Clock Skew Compensation Using Tunable Delay Buffers.
IEEE Trans. Very Large Scale Integr. Syst.
Ashutosh Chakraborty, Karthik Duraisami, Ashoka Visweswara Sathanur, Prassanna Sithambaram, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2008 — conf
Evolving tuis with smart objects for multi-context interaction.
CHI Extended Abstracts
Stefano Baraldi, Luca Benini, Omar Cafini, Alberto Del Bimbo, Elisabetta Farella, Giulia Gelmini-Hornsby, Lea Landucci, Augusto Pieracci, Nicola Torpei
2008 — conf
Exploring High-Dimensional Topologies for NoC Design Through an Integrated Analysis and Synthesis Framework.
NOCS
Francisco Gilabert Villamón, Simone Medardoni, Davide Bertozzi, Luca Benini, María Engracia Gómez, Pedro López, José Duato
2008 J jnl
Exploring architectural solutions for energy optimisations in bus-based system-on-chip.
IET Comput. Digit. Tech.
Suresh Srinivasan, Lin Li, Martino Ruggiero, Federico Angiolini, Narayanan Vijaykrishnan, Luca Benini
2008 A conf
HOT TOPIC - 3D Integration or How to Scale in the 21st Century.
DATE
Bruno Bougard, Paul Marchal, Luca Benini, Doris Keitel-Schulz, Neal Checka
2008 C conf
How to Live with Uncertainties: Exploiting the Performance Benefits of Self-Timed Logic In Synchronous Design.
DSD
Giacomo Paci, Axel Nackaerts, Francky Catthoor, Luca Benini, Paul Marchal
2008 J jnl
Interfacing human and computer with wireless body area sensor networks: the WiMoCA solution.
Multim. Tools Appl.
Elisabetta Farella, Augusto Pieracci, Luca Benini, Laura Rocchi, Andrea Acquaviva
2008 J jnl
Joint co-clustering: Co-clustering of genomic and clinical bioimaging data.
Comput. Math. Appl.
Elisa Ficarra, Giovanni De Micheli, Sungroh Yoon, Luca Benini, Enrico Macii
2008 — conf
MM-Correction: Meta-analysis-Based Multiple Hypotheses Correction in Omic Studies.
BIOSTEC (Selected Papers)
Christine Nardini, Lei Wang, Hesen Peng, Luca Benini, Michael D. Kuo
2008 J jnl
Modeling and Optimization of a Solar Energy Harvester System for Self-Powered Wireless Sensor Networks.
IEEE Trans. Ind. Electron.
Denis Dondi, Alessandro Bertacchini, Davide Brunelli, Luca Larcher, Luca Benini
2008 B conf
Multi-stage Benders Decomposition for Optimizing Multicore Architectures.
CPAIOR
Luca Benini, Michele Lombardi, Marco Mantovani, Michela Milano, Martino Ruggiero
2008 A conf
Multiple power-gating domain (multi-VGND) architecture for improved leakage power reduction.
ISLPED
Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2008 J jnl
Network-on-Chip design and synthesis outlook.
Integr.
David Atienza, Federico Angiolini, Srinivasan Murali, Antonio Pullini, Luca Benini, Giovanni De Micheli
2008 C conf
On quantifying the figures of merit of power-gating for leakage power minimization in nanometer CMOS circuits.
ISCAS
Ashoka Visweswara Sathanur, Andrea Calimera, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2008 A conf
Optimal MTCMOS Reactivation Under Power Supply Noise and Performance Constraints.
DATE
Andrea Calimera, Luca Benini, Enrico Macii
2008 — conf
Optimal sleep transistor synthesis under timing and area constraints.
ACM Great Lakes Symposium on VLSI
Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2008 A conf
Process Variation Tolerant Pipeline Design Through a Placement-Aware Multiple Voltage Island Design Style.
DATE
Bonesi Stefano, Davide Bertozzi, Luca Benini, Enrico Macii
2008 — conf
Reliability-aware design for nanometer-scale devices.
ASP-DAC
David Atienza, Giovanni De Micheli, Luca Benini, José L. Ayala, Pablo García Del Valle, Michael DeBole, Vijaykrishnan Narayanan
2008 B conf
Resource Management Policy Handling Multiple Use-Cases in MPSoC Platforms Using Constraint Programming.
ICLP
Luca Benini, Davide Bertozzi, Michela Milano
2008 A conf
Robust and Low Complexity Rate Control for Solar Powered Sensors.
DATE
Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini
2008 A conf
Serialized Asynchronous Links for NoC.
DATE
Simon Ogg, Enrico Valli, Bashir M. Al-Hashimi, Alexandre Yakovlev, Crescenzo D'Alessandro, Luca Benini
2008 — conf
Statistical Significance in Omic Data Analyses - Alternative/Complementary Method for Efficient Automatic Identification of Statistically Significant Tests in High Throughput Biological Studies.
BIOSIGNALS (1)
Christine Nardini, Luca Benini, Michael D. Kuo
2008 J jnl
TOM: enhancement and extension of a tool suite for
Bioinform.
Daniele Masotti, Christine Nardini, Simona Rossi, Elena Bonora, Giovanni Romeo, Stefano Volinia, Luca Benini
2008 A conf
Temperature Control of High-Performance Multi-core Platforms Using Convex Optimization.
DATE
Srinivasan Murali, Almir Mutapcic, David Atienza, Rajesh Gupta, Stephen P. Boyd, Luca Benini, Giovanni De Micheli
2008 — conf
Temporal Discharge Current Driven Clustering for Improved Leakage Power Reduction in Row-Based Power-Gating.
PATMOS
Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2008 J jnl
The State of ESL Design [Roundtable].
IEEE Des. Test Comput.
Reinaldo A. Bergamaschi, Luca Benini, Krisztián Flautner, Wido Kruijtzer, Alberto L. Sangiovanni-Vincentelli, Kazutoshi Wakabayashi
2008 A conf
Thermal Balancing Policy for Streaming Computing on Multiprocessor Architectures.
DATE
Fabrizio Mulas, Michele Pittau, Marco Buttu, Salvatore Carta, Andrea Acquaviva, Luca Benini, David Atienza, Giovanni De Micheli
2008 — conf
Validation of a wireless portable biofeedback system for balance control: Preliminary results.
PervasiveHealth
Laura Rocchi, Marco Benocci, Elisabetta Farella, Luca Benini, Lorenzo Chiari
2007 — conf
07041 Abstracts Collection - Power-aware Computing Systems.
Power-aware Computing Systems
Luca Benini, Naehyuck Chang, Ulrich Kremer, Christian W. Probst
2007 — conf
07041 Summary - Power-aware Computing Systems.
Power-aware Computing Systems
Luca Benini, Naehyuck Chang, Ulrich Kremer, Christian W. Probst
2007 J jnl
A Layout-Aware Analysis of Networks-on-Chip and Traditional Interconnects for MPSoCs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Federico Angiolini, Paolo Meloni, Salvatore Carta, Luigi Raffo, Luca Benini
2007 J jnl
A Method for Routing Packets Across Multiple Paths in NoCs with In-Order Delivery and Fault-Tolerance Gaurantees.
VLSI Design
Srinivasan Murali, David Atienza, Luca Benini, Giovanni De Micheli
2007 J jnl
A control theoretic approach to energy-efficient pipelined computation in MPSoCs.
ACM Trans. Embed. Comput. Syst.
Salvatore Carta, Andrea Alimonda, Alessandro Pisano, Andrea Acquaviva, Luca Benini
2007 J jnl
A hardware/software framework for supporting transactional memory in a MPSoC environment.
SIGARCH Comput. Archit. News
Cesare Ferri, Tali Moreshet, R. Iris Bahar, Luca Benini, Maurice Herlihy
2007 — conf
A lightweight parallel java execution environment for embedded multiprocessor systems-on-chip.
ACM Great Lakes Symposium on VLSI
Marco Mantovani, Simone Leardini, Martino Ruggiero, Andrea Acquaviva, Luca Benini
2007 J jnl
A low-power wireless video sensor node for distributed object detection.
J. Real Time Image Process.
Aliaksei Kerhet, Michele Magno, Francesco Leonardi, Andrea Boni, Luca Benini
2007 A conf
Adaptive power management in energy harvesting systems.
DATE
Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini
2007 J jnl
An Application-Specific Design Methodology for On-Chip Crossbar Generation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Srinivasan Murali, Luca Benini, Giovanni De Micheli
2007 J jnl
Area and Power Modeling for Networks-on-Chip with Layout Awareness.
VLSI Design
Paolo Meloni, Igor Loi, Federico Angiolini, Salvatore Carta, Massimo Barbaro, Luigi Raffo, Luca Benini
2007 J jnl
Bringing NoCs to 65 nm.
IEEE Micro
Antonio Pullini, Federico Angiolini, Srinivasan Murali, David Atienza, Giovanni De Micheli, Luca Benini
2007 J jnl
Co-clustering: A Versatile Tool for Data Analysis in Biomedical Informatics.
IEEE Trans. Inf. Technol. Biomed.
Sungroh Yoon, Luca Benini, Giovanni De Micheli
2007 Misc conf
Communication-aware stochastic allocation and scheduling framework for conditional task graphs in multi-processor systems-on-chip.
EMSOFT
Emiliano Dolif, Michele Lombardi, Martino Ruggiero, Michela Milano, Luca Benini
2007 — conf
Control and datapath decoupling in the design of a NoC switch: area, power and performance implications.
SoC
Simone Medardoni, Davide Bertozzi, Luca Benini, Enrico Macii
2007 — conf
Design of a family of sleep transistor cells for a clustered power-gating flow in 65nm technology.
ACM Great Lakes Symposium on VLSI
Andrea Calimera, Antonio Pullini, Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2007 B conf
Distributed video surveillance using hardware-friendly sparse large margin classifiers.
AVSS
Aliaksei Kerhet, Francesco Leonardi, Andrea Boni, Paolo Lombardo, Michele Magno, Luca Benini
2007 A conf
Dynamic reconfiguration in sensor networks with regenerative energy sources.
DATE
Ani Nahapetian, Paolo Lombardo, Andrea Acquaviva, Luca Benini, Majid Sarrafzadeh
2007 J jnl
Electronic Detection of DNA Hybridization: Toward CMOS Microarrays.
IEEE Des. Test Comput.
Luca Benini, Carlotta Guiducci, Christian Paulus
2007 J jnl
Energy-Efficient Multiprocessor Systems-on-Chip for Embedded Computing: Exploring Programming Models and Their Architectural Support.
IEEE Trans. Computers
Francesco Poletti, Antonio Poggiali, Davide Bertozzi, Luca Benini, Pol Marchal, Mirko Loghi, Massimo Poncino
2007 B conf
Enhancing the spatial resolution of presence detection in a PIR based wireless surveillance network.
AVSS
Piero Zappi, Elisabetta Farella, Luca Benini
2007 — conf
Exploration of Low Power Adders for a SIMD Data Path.
ASP-DAC
Giacomo Paci, Paul Marchal, Luca Benini
2007 J jnl
Exploring temperature-aware design in low-power MPSoCs.
Int. J. Embed. Syst.
Giacomo Paci, Francesco Poletti, Luca Benini, Paul Marchal
2007 J jnl
HW-SW emulation framework for temperature-aware design in MPSoCs.
ACM Trans. Design Autom. Electr. Syst.
David Atienza, Pablo García Del Valle, Giacomo Paci, Francesco Poletti, Luca Benini, Giovanni De Micheli, Jose Manuel Mendias, Román Hermida
2007 J jnl
Hardware/Software Architecture for Real-Time ECG Monitoring and Analysis Leveraging MPSoC Technology.
Trans. High Perform. Embed. Archit. Compil.
Iyad Al Khatib, Davide Bertozzi, Francesco Poletti, Luca Benini, Axel Jantsch, Mohamed Bechara, Hasan Khalifeh, Mazen Hajjar, Rustam Nabiev, Sven Jonsson
2007 A conf
Interactive presentation: Capturing the interaction of the communication, memory and I/O subsystems in memory-centric industrial MPSoC platforms.
DATE
Simone Medardoni, Martino Ruggiero, Davide Bertozzi, Luca Benini, Giovanni Strano, Carlo Pistritto
2007 A conf
Interactive presentation: Efficient computation of discharge current upper bounds for clustered sleep transistor sizing.
DATE
Ashoka Visweswara Sathanur, Andrea Calimera, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2007 A conf
Interactive presentation: Improving the fault tolerance of nanometric PLA designs.
DATE
Federico Angiolini, M. Haykel Ben Jamaa, David Atienza, Luca Benini, Giovanni De Micheli
2007 A* conf
Introducing tangerine: a tangible interactive natural environment.
ACM Multimedia
Stefano Baraldi, Alberto Del Bimbo, Lea Landucci, Nicola Torpei, Omar Cafini, Elisabetta Farella, Augusto Pieracci, Luca Benini
2007 Misc conf
Lightweight barrier-based parallelization support for non-cache-coherent MPSoC platforms.
CASES
Andrea Marongiu, Luca Benini, Mahmut T. Kandemir
2007 J jnl
MOCA: A Low-Power, Low-Cost Motion Capture System Based on Integrated Accelerometers.
Adv. Multim.
Elisabetta Farella, Luca Benini, Bruno Riccò, Andrea Acquaviva
2007 — conf
MP-Queue: an Efficient Communication Library for Embedded Streaming Multimedia Platforms.
ESTIMedia
Alessandro Dalla Torre, Martino Ruggiero, Luca Benini
2007 — conf
Multi-processor operating system emulation framework with thermal feedback for systems-on-chip.
ACM Great Lakes Symposium on VLSI
Salvatore Carta, Andrea Acquaviva, Pablo García Del Valle, David Atienza, Giovanni De Micheli, Fernando Rincón, Luca Benini, Jose Manuel Mendias
2007 — conf
NoC Design and Implementation in 65nm Technology.
NOCS
Antonio Pullini, Federico Angiolini, Paolo Meloni, David Atienza, Srinivasan Murali, Luigi Raffo, Giovanni De Micheli, Luca Benini
2007 Misc conf
Performance analysis and design space exploration for high-end biomedical applications: challenges and solutions.
CODES+ISSS
Iyad Al Khatib, Davide Bertozzi, Axel Jantsch, Luca Benini
2007 J jnl
Power macromodeling of MPSoC message passing primitives.
ACM Trans. Embed. Comput. Syst.
Mirko Loghi, Luca Benini, Massimo Poncino
2007 — ed.
Power-aware Computing Systems, 21.01. - 26.01.2007
Power-aware Computing Systems
Luca Benini, Naehyuck Chang, Ulrich Kremer, Christian W. Probst
2007 J jnl
Power-aware computing systems.
Int. J. Embed. Syst.
Christian W. Probst, Ulrich Kremer, Luca Benini, Peter Schelkens
2007 J jnl
Real-time scheduling for energy harvesting sensor nodes.
Real Time Syst.
Clemens Moser, Davide Brunelli, Lothar Thiele, Luca Benini
2007 — conf
Reducing Interconnect Cost in NoC through Serialized Asynchronous Links.
NOCS
Simon Ogg, Enrico Valli, Crescenzo D'Alessandro, Alexandre Yakovlev, Bashir M. Al-Hashimi, Luca Benini
2007 — conf
Supporting vertical links for 3D networks-on-chip: toward an automated design and analysis flow.
Nano-Net
Igor Loi, Federico Angiolini, Luca Benini
2007 J jnl
Synthesis of Predictable Networks-on-Chip-Based Interconnect Architectures for Chip Multiprocessors.
IEEE Trans. Very Large Scale Integr. Syst.
Srinivasan Murali, David Atienza, Paolo Meloni, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo
2007 — conf
System-Level Design for Nano-Electronics.
ICECS
David Atienza, Shashikanth Bobba, Massimo Poli, Giovanni De Micheli, Luca Benini
2007 J jnl
Timing-Error-Tolerant Network-on-Chip Design Methodology.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Rutuparna Tamhankar, Srinivasan Murali, Stergios Stergiou, Antonio Pullini, Federico Angiolini, Luca Benini, Giovanni De Micheli
2007 A conf
Timing-driven row-based power gating.
ISLPED
Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2007 Misc conf
Tutorial 5: SoC Communication Architectures: Technology, Current Practice, Research, and Trends.
VLSI Design
Nikil D. Dutt, Kaustav Banerjee, Luca Benini, Kanishka Lahiri, Sudeep Pasricha
2006 — conf
3dID: a low-power, low-cost hand motion capture device.
DATE Designers' Forum
Michele Sama, Vincenzo Pacella, Elisabetta Farella, Luca Benini, Bruno Riccò
2006 C conf
A Complete Multi-Processor System-on-Chip FPGA-Based Emulation Framework.
VLSI-SoC
Pablo García Del Valle, David Atienza, Ivan Magan, Javier Garcia Flores, Esther Andres Perez, Jose Manuel Mendias, Luca Benini, Giovanni De Micheli
2006 — conf
A Cooperative, Accurate Solving Framework for Optimal Allocation, Scheduling and Frequency Selection on Energy-Efficient MPSoCs.
SoC
Martino Ruggiero, Pari Gioia, Guerri Alessio, Luca Benini, Michela Milano, Davide Bertozzi, Alexandru Andrei
2006 J jnl
A Pattern-Mining Method for High-Throughput Lab-on-a-Chip Data Analysis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Sungroh Yoon, Luca Benini, Giovanni De Micheli
2006 C conf
A Wireless Body Area Sensor Network for Posture Detection.
ISCC
Elisabetta Farella, Augusto Pieracci, Luca Benini, Andrea Acquaviva
2006 A* conf
A fast HW/SW FPGA-based thermal emulation framework for multi-processor system-on-chip.
DAC
David Atienza, Pablo García Del Valle, Giacomo Paci, Francesco Poletti, Luca Benini, Giovanni De Micheli, Jose Manuel Mendias
2006 A* conf
A multi-path routing strategy with guaranteed in-order packet delivery and fault-tolerance for networks on chip.
DAC
Srinivasan Murali, David Atienza, Luca Benini, Giovanni De Micheli
2006 A* conf
A multiprocessor system-on-chip for real-time biomedical monitoring and analysis: architectural design space exploration.
DAC
Iyad Al Khatib, Francesco Poletti, Davide Bertozzi, Luca Benini, Mohamed Bechara, Hasan Khalifeh, Axel Jantsch, Rustam Nabiev
2006 B conf
Allocation, Scheduling and Voltage Scaling on Energy Aware MPSoCs.
CPAIOR
Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano
2006 A conf
An integrated open framework for heterogeneous MPSoC design space exploration.
DATE
Federico Angiolini, Jianjiang Ceng, Rainer Leupers, Federico Ferrari, Cesare Ferri, Luca Benini
2006 A conf
Application specific NoC design.
DATE
Luca Benini
2006 — conf
Bio-feedback System for Rehabilitation Based on a Wireless Body Area Network.
PerCom Workshops
Davide Brunelli, Elisabetta Farella, Laura Rocchi, Marco Dozza, Lorenzo Chiari, Luca Benini
2006 J jnl
CMOS DNA Sensor Array With Integrated A/D Conversion Based on Label-Free Capacitance Measurement.
IEEE J. Solid State Circuits
Claudio Stagni, Carlotta Guiducci, Luca Benini, Bruno Riccò, Sandro Carrara, Bruno Samorì, Christian Paulus, Meinrad Schienle, Marcin K. Augustyniak, Roland Thewes
2006 J jnl
Cache coherence tradeoffs in shared-memory MPSoCs.
ACM Trans. Embed. Comput. Syst.
Mirko Loghi, Massimo Poncino, Luca Benini
2006 A conf
Combining simulation and formal methods for system-level performance analysis.
DATE
Simon Künzli, Francesco Poletti, Luca Benini, Lothar Thiele
2006 — conf
Comparison of a Timing-Error Tolerant Scheme with a Traditional Re-transmission Mechanism for Networks on Chips.
SoC
Srinivasan Murali, Rutuparna Tamhankar, Federico Angiolini, Antonio Pullini, David Atienza, Luca Benini, Giovanni De Micheli
2006 — conf
Compilation and Simulation Tool Chain for Memory Aware Energy Optimizations .
SAMOS
Manish Verma, Lars Wehmeyer, Robert Pyka, Peter Marwedel, Luca Benini
2006 B conf
Computer-Aided Evaluation of Protein Expression in Pathological Tissue Images.
CBMS
Elisa Ficarra, Enrico Macii, Giovanni De Micheli, Luca Benini
2006 A conf
Contrasting a NoC and a traditional interconnect fabric with layout awareness.
DATE
Federico Angiolini, Paolo Meloni, Salvatore Carta, Luca Benini, Luigi Raffo
2006 C conf
Designing Message-Dependent Deadlock Free Networks on Chips for Application-Specific Systems on Chips.
VLSI-SoC
Srinivasan Murali, Paolo Meloni, Federico Angiolini, David Atienza, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo
2006 — conf
Designing Routing and Message-Dependent Deadlock Free Networks on Chips.
VLSI-SoC (Selected Papers)
Srinivasan Murali, Paolo Meloni, Federico Angiolini, David Atienza, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo
2006 A conf
Designing application-specific networks on chips with floorplan information.
ICCAD
Srinivasan Murali, Paolo Meloni, Federico Angiolini, David Atienza, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo
2006 A conf
Dynamic thermal clock skew compensation using tunable delay buffers.
ISLPED
Ashutosh Chakraborty, Karthik Duraisami, Ashoka Visweswara Sathanur, Prassanna Sithambaram, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2006 J jnl
Efficient system-level prototyping of power-aware dynamic memory managers for embedded systems.
Integr.
David Atienza, Stylianos Mamagkakis, Francesco Poletti, Jose Manuel Mendias, Francky Catthoor, Luca Benini, Dimitrios Soudris
2006 A conf
Enabling fine-grain leakage management by voltage anchor insertion.
DATE
Pietro Babighian, Luca Benini, Alberto Macii, Enrico Macii
2006 J jnl
Energy-Efficient Value Based Selective Refresh for Embedded DRAMS.
J. Low Power Electron.
Kimish Patel, Enrico Macii, Massimo Poncino, Luca Benini
2006 A conf
Exploring "temperature-aware" design in low-power MPSoCs.
DATE
Giacomo Paci, Paul Marchal, Francesco Poletti, Luca Benini
2006 — conf
Fully Electronic CMOS DNA Detection Array Based on Capacitance Measurement with On-Chip Analog-to-Digital Conversion.
ISSCC
Claudio Stagni, D. Esposti, Carlotta Guiducci, Christian Paulus, Meinrad Schienle, Marcin K. Augustyniak, Giampaolo Zuccheri, Bruno Samorì, Luca Benini, Bruno Riccò, Roland Thewes
2006 — conf
Gesture Signature for Ambient Intelligence Applications: A Feasibility Study.
Pervasive
Elisabetta Farella, M. Sile O'Modhrain, Luca Benini, Bruno Riccò
2006 — conf
Lazy Scheduling for Energy Harvesting Sensor Nodes.
DIPES
Clemens Moser, Davide Brunelli, Lothar Thiele, Luca Benini
2006 J jnl
Linux-Based Data Acquisition and Processing on Palmtop Computer.
IEEE Trans. Instrum. Meas.
Fabio Cibin, Massimo Lanzoni, Luca Benini, Bruno Riccò
2006 — conf
MPSoC ECG biochip: a multiprocessor system-on-chip for real-time human heart monitoring and analysis.
Conf. Computing Frontiers
Iyad Al Khatib, Davide Bertozzi, Francesco Poletti, Luca Benini, Axel Jantsch, Mohamed Bechara, Hasan Khalifeh, Mazen Hajjar, Rustam Nabiev, Sven Jonsson
2006 C conf
Mining Gene Sets for Measuring Similarities.
ISCC
Christine Nardini, Daniele Masotti, Sungroh Yoon, Enrico Macii, Michael D. Kuo, Giovanni De Micheli, Luca Benini
2006 — book
Networks on chips - technology and tools.
Luca Benini, Giovanni De Micheli
2006 J jnl
Optimized Technique for Dna Structural Properties Discovering.
Int. J. Artif. Intell. Tools
Daniele Masotti, Elisa Ficarra, Enrico Macii, Luca Benini
2006 B conf
Real-Time Scheduling with Regenerative Energy.
ECRTS
Clemens Moser, Lothar Thiele, Luca Benini, Davide Brunelli
2006 J jnl
Reducing Conflict Misses by Application-Specific Reconfigurable Indexing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Kimish Patel, Luca Benini, Enrico Macii, Massimo Poncino
2006 C conf
Reliability Support for On-Chip Memories Using Networks-on-Chip.
ICCD
Federico Angiolini, David Atienza, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2006 — conf
STV-Cache: a leakage energy-efficient architecture for data caches.
ACM Great Lakes Symposium on VLSI
Kimish Patel, Luca Benini, Enrico Macii, Massimo Poncino
2006 A conf
Synchronization-driven dynamic speed scaling for MPSoCs.
ISLPED
Mirko Loghi, Massimo Poncino, Luca Benini
2006 J jnl
TOM: a web-based integrated approach for identification of candidate disease genes.
Nucleic Acids Res.
Simona Rossi, Daniele Masotti, Christine Nardini, Elena Bonora, Giovanni Romeo, Enrico Macii, Luca Benini, Stefano Volinia
2006 J jnl
Wireless sensor networks: Enabling technology for ambient intelligence.
Microelectron. J.
Luca Benini, Elisabetta Farella, Carlotta Guiducci
2005 — conf
05141 Abstracts Collection - Power-aware Computing Systems.
Power-aware Computing Systems
Luca Benini, Ulrich Kremer, Christian W. Probst, Peter Schelkens
2005 — conf
05141 Summary - Power-aware Computing Systems.
Power-aware Computing Systems
Luca Benini, Ulrich Kremer, Christian W. Probst, Peter Schelkens
2005 C conf
A Traffic Injection Methodology with Support for System-Level Synchronization.
VLSI-SoC
Shankar Mahadevan, Federico Angiolini, Jens Sparsø, Luca Benini, Jan Madsen
2005 — conf
A novel approach for network on chip emulation.
ISCAS (3)
Nicolas Genko, David Atienza, Giovanni De Micheli, Luca Benini, Jose Manuel Mendias, Román Hermida, Francky Catthoor
2005 J jnl
A scalable algorithm for RTL insertion of gated clocks based on ODCs computation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Pietro Babighian, Luca Benini, Enrico Macii
2005 — conf
Advanced power management of SoC platforms.
SBCCI
Luca Benini
2005 A conf
Allocation and Scheduling for MPSoCs via Decomposition and No-Good Generation.
CP
Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano
2005 A* conf
Allocation and Scheduling for MPSoCs via decomposition and no-good generation.
IJCAI
Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano
2005 J jnl
An efficient profile-based algorithm for scratchpad memory partitioning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Federico Angiolini, Luca Benini, Alberto Caprara
2005 — conf
An integrated multi-modal sensor network for video surveillance.
VSSN@MM
Andrea Prati, Roberto Vezzani, Luca Benini, Elisabetta Farella, Piero Zappi
2005 J jnl
Analysis of Error Recovery Schemes for Networks on Chips.
IEEE Des. Test Comput.
Srinivasan Murali, Theo Theocharides, Narayanan Vijaykrishnan, Mary Jane Irwin, Luca Benini, Giovanni De Micheli
2005 C conf
Application-Specific Power-Aware Workload Allocation for Voltage Scalable MPSoC Platforms.
ICCD
Martino Ruggiero, Andrea Acquaviva, Davide Bertozzi, Luca Benini
2005 Misc conf
Architectural, System Level and Protocol Level Techniques for Power Optimization for Networked Embedded Systems.
VLSI Design
Luca Benini, Sandeep K. Shukla, Rajesh K. Gupta
2005 J jnl
Automated DNA fragments recognition and sizing through AFM image processing.
IEEE Trans. Inf. Technol. Biomed.
Elisa Ficarra, Luca Benini, Enrico Macii, Giampaolo Zuccheri
2005 J jnl
Automatic intrinsic DNA curvature computation from AFM images.
IEEE Trans. Biomed. Eng.
Elisa Ficarra, Daniele Masotti, Enrico Macii, Luca Benini, Giampaolo Zuccheri, Bruno Samorì
2005 — conf
Design and Implementation of WiMoCA Node for a Body Area Wireless Sensor Network.
Systems Communications
Elisabetta Farella, Augusto Pieracci, Davide Brunelli, Luca Benini, Bruno Riccò, Andrea Acquaviva
2005 J jnl
Discovering Coherent Biclusters from Gene Expression Data Using Zero-Suppressed Binary Decision Diagrams.
IEEE ACM Trans. Comput. Biol. Bioinform.
Sungroh Yoon, Christine Nardini, Luca Benini, Giovanni De Micheli
2005 — conf
Energy efficient NoC design.
SBCCI
Luca Benini
2005 — conf
Energy-Efficient Value-Based Selective Refresh for Embedded DRAMs.
PATMOS
Kimish Patel, Luca Benini, Enrico Macii, Massimo Poncino
2005 J jnl
Error control schemes for on-chip communication links: the energy-reliability tradeoff.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Davide Bertozzi, Luca Benini, Giovanni De Micheli
2005 — conf
Exploring the energy efficiency of cache coherence protocols in single-chip multi-processors.
ACM Great Lakes Symposium on VLSI
Mirko Loghi, Martin Letis, Luca Benini, Massimo Poncino
2005 — conf
Fault tolerance overhead in network-on-chip flow control schemes.
SBCCI
Antonio Pullini, Federico Angiolini, Davide Bertozzi, Luca Benini
2005 A conf
Hardware-Software Design of a Smart Sensor for Fully-Electronic DNA Hybridization Detection.
DATE
Claudio Stagni, Carlotta Guiducci, Massimo Lanzoni, Luca Benini, Bruno Riccò
2005 J jnl
Improving Java performance using dynamic method migration on FPGAs.
Int. J. Embed. Syst.
Emanuele Lattanzi, Aman Gayasen, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Luca Benini, Alessandro Bogliolo
2005 — conf
Low-overhead state-retaining elements for low-leakage MTCMOS design.
ACM Great Lakes Symposium on VLSI
Pietro Babighian, Luca Benini, Alberto Macii, Enrico Macii
2005 J jnl
MPARM: Exploring the Multi-Processor SoC Design Space with SystemC.
J. VLSI Signal Process.
Luca Benini, Davide Bertozzi, Alessandro Bogliolo, Francesco Menichelli, Mauro Olivieri
2005 — conf
Mapping and physical planning of networks-on-chip architectures with quality-of-service guarantees.
ASP-DAC
Srinivasan Murali, Luca Benini, Giovanni De Micheli
2005 J jnl
Measuring Efficiency and Executability of Allocation and Scheduling in Multi-Processor Systems-on-Chip.
Intelligenza Artificiale
Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano, Francesco Poletti
2005 — ch.
Network On-Chip Design for Gigascale Systems-on-Chip.
The Industrial Information Technology Handbook
Davide Bertozzi, Luca Benini, Giovanni De Micheli
2005 — ch.
Network-on-Chip Design for Gigascale Systems-on-Chip.
Embedded Systems Handbook
Luca Benini, Davide Bertozzi, Giovanni De Micheli
2005 — conf
Networks on Chips: A Synthesis Perspective.
PARCO
Federico Angiolini, Paolo Meloni, Luca Benini, Salvatore Carta, Luigi Raffo
2005 J jnl
NoC Synthesis Flow for Customized Domain Specific Multiprocessor Systems-on-Chip.
IEEE Trans. Parallel Distributed Syst.
Davide Bertozzi, Antoine Jalabert, Srinivasan Murali, Rutuparna Tamhankar, Stergios Stergiou, Luca Benini, Giovanni De Micheli
2005 J jnl
Pervasive Computing for Interactive Virtual Heritage.
IEEE Multim.
Elisabetta Farella, Davide Brunelli, Luca Benini, Bruno Riccò, Maria Elena Bonfigli
2005 — ed.
Power-aware Computing Systems, 3.-8. April 2005
Power-aware Computing Systems
Luca Benini, Ulrich Kremer, Christian W. Probst, Peter Schelkens
2005 — conf
Simultaneous memory and bus partitioning for SoC architectures.
SoCC
Suresh Srinivasan, Federico Angiolini, Martino Ruggiero, Luca Benini, Narayanan Vijaykrishnan
2005 — ch.
State-of-the-Art SoC Communication Architectures.
Embedded Systems Handbook
Davide Bertozzi, Luca Benini, Marisa López-Vallejo, José L. Ayala
2004 J jnl
A Class of Code Compression Schemes for Reducing Power Consumption in Embedded Microprocessor Systems.
IEEE Trans. Computers
Luca Benini, Francesco Menichelli, Mauro Olivieri
2004 A conf
A Scalable ODC-Based Algorithm for RTL Insertion of Gated Clocks.
DATE
Pietro Babighian, Luca Benini, Enrico Macii
2004 A conf
A Simulation-Based Power-Aware Architecture Exploration of a Multiprocessor System-on-Chip Design.
DATE
Francesco Menichelli, Mauro Olivieri, Luca Benini, Monica Donno, Labros Bisdounis
2004 — conf
A low-power motion capture system with integrated accelerometers [gesture recognition applications].
CCNC
Riccardo Barbieri, Elisabetta Farella, Luca Benini, Bruno Riccò, Andrea Acquaviva
2004 Misc conf
A post-compiler approach to scratchpad mapping of code.
CASES
Federico Angiolini, Francesco Menichelli, Alberto Ferrero, Luca Benini, Mauro Olivieri
2004 — ch.
Adaptive Algorithmic Power Optimization for Multimedia Workload in Mobile Environments.
Mobile Computing Handbook
Andrea Acquaviva, Luca Benini
2004 A* conf
An integrated hardware/software approach for run-time scratchpad management.
DAC
Francesco Poletti, Paul Marchal, David Atienza, Luca Benini, Francky Catthoor, Jose Manuel Mendias
2004 A conf
Analyzing On-Chip Communication in a MPSoC Environment.
DATE
Mirko Loghi, Federico Angiolini, Davide Bertozzi, Luca Benini, Roberto Zafalon
2004 C conf
Analyzing Power Consumption of Message Passing Primitives in a Single-Chip Multiprocessor.
ICCD
Mirko Loghi, Luca Benini, Massimo Poncino
2004 A conf
Block-Enabled Memory Macros: Design Space Exploration and Application-Specific Tuning.
DATE
Luca Benini, Alessandro Ivaldi, Alberto Macii, Enrico Macii
2004 — conf
Cycle-accurate power analysis for multiprocessor systems-on-a-chip.
ACM Great Lakes Symposium on VLSI
Mirko Loghi, Massimo Poncino, Luca Benini
2004 — ch.
Energy-Efficient Network-On-Chip Design.
Ultra Low-Power Electronics and Design
Davide Bertozzi, Luca Benini, Giovanni De Micheli
2004 C conf
Enhanced pClustering and Its Applications to Gene Expression Data.
BIBE
Sungroh Yoon, Christine Nardini, Luca Benini, Giovanni De Micheli
2004 J jnl
Guest Editorial.
Integr.
Luca Benini
2004 A conf
Improving Java Performance Using Dynamic Method Migration on FPGAs.
IPDPS
Emanuele Lattanzi, Aman Gayasen, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Luca Benini, Alessandro Bogliolo
2004 J jnl
Integrated Task Scheduling and Data Assignment for SDRAMs in Dynamic Applications.
IEEE Des. Test Comput.
Paul Marchal, Francky Catthoor, Davide Bruni, Luca Benini, José Ignacio Gómez, Luis Piñuel
2004 J jnl
Memory energy minimization by data compression: algorithms, architectures and implementation.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii
2004 J jnl
Packetization and routing analysis of on-chip multiprocessor networks.
J. Syst. Archit.
Terry Tao Ye, Luca Benini, Giovanni De Micheli
2004 A conf
Post-layout leakage power minimization based on distributed sleep transistor insertion.
ISLPED
Pietro Babighian, Luca Benini, Alberto Macii, Enrico Macii
2004 A conf
Reducing cache misses by application-specific re-configurable indexing.
ICCAD
Kimish Patel, Enrico Macii, Luca Benini, Massimo Poncino
2004 A conf
Sizing and Characterization of Leakage-Control Cells for Layout-Aware Distributed Power-Gating.
DATE
Pietro Babighian, Luca Benini, Enrico Macii
2004 J jnl
Specification and analysis of power-managed systems.
Proc. IEEE
Alessandro Bogliolo, Luca Benini, Emanuele Lattanzi, Giovanni De Micheli
2004 C conf
Techniques for Enhancing Computation of DNA Curvature Molecules.
BIBE
Daniele Masotti, Elisa Ficarra, Enrico Macii, Luca Benini
2004 A conf
×pipesCompiler: A Tool for Instantiating Application Specific Networks on Chip.
DATE
Antoine Jalabert, Srinivasan Murali, Luca Benini, Giovanni De Micheli
2003 — conf
A novel architecture for power maskable arithmetic units.
ACM Great Lakes Symposium on VLSI
Luca Benini, Alberto Macii, Enrico Macii, Elvira Omerbegovic, Massimo Poncino, Fabrizio Pro
2003 — conf
Advanced power management techniques: going beyond intelligent shutdown.
ASP-DAC
Luca Benini
2003 A* conf
Clock-tree power optimization based on RTL clock-gating.
DAC
Monica Donno, Alessandro Ivaldi, Luca Benini, Enrico Macii
2003 J jnl
Discharge Current Steering for Battery Lifetime Optimization.
IEEE Trans. Computers
Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii, Massimo Poncino
2003 — ch.
Energy-Reliability trade-Off for NoCs.
Networks on Chip
Davide Bertozzi, Luca Benini, Giovanni De Micheli
2003 J jnl
Energy-aware design of embedded memories: A survey of technologies, architectures, and optimization techniques.
ACM Trans. Embed. Comput. Syst.
Luca Benini, Alberto Macii, Massimo Poncino
2003 A* conf
Energy-aware design techniques for differential power analysis protection.
DAC
Luca Benini, Alberto Macii, Enrico Macii, Elvira Omerbegovic, Fabrizio Pro, Massimo Poncino
2003 A conf
Energy-efficient data scrambling on memory-processor interfaces.
ISLPED
Luca Benini, Angelo Galati, Alberto Macii, Enrico Macii, Massimo Poncino
2003 J jnl
Guest editorial.
IEEE Trans. Very Large Scale Integr. Syst.
Vivek De, Luca Benini
2003 — conf
Hardw are Implementation of Data Compression Algorithms for Memory Energy Optimization.
ISVLSI
Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii
2003 A conf
Packetized On-Chip Interconnect Communication Analysis for MPSoC.
DATE
Terry Tao Ye, Luca Benini, Giovanni De Micheli
2003 J jnl
Performance Analysis of Arbitration Policies for SoC Communication Architectures.
Des. Autom. Embed. Syst.
Francesco Poletti, Davide Bertozzi, Luca Benini, Alessandro Bogliolo
2003 Misc conf
Polynomial-time algorithm for on-chip scratchpad memory partitioning.
CASES
Federico Angiolini, Luca Benini, Alberto Caprara
2003 — ch.
SDRAM-Energy-Aware Memory Allocation for Dynamic Multi-Media Applications on Multi-Processor Platforms.
Embedded Software for SoC
Pol Marchal, José Ignacio Gómez, Davide Bruni, Luca Benini, Luis Piñuel, Francky Catthoor, Henk Corporaal
2003 A conf
SDRAM-Energy-Aware Memory Allocation for Dynamic Multi-Media Applications on Multi-Processor Platforms.
DATE
Paul Marchal, José Ignacio Gómez, Luis Piñuel, Davide Bruni, Luca Benini, Francky Catthoor, Henk Corporaal
2003 A conf
Scaling into Ambient Intelligence.
DATE
Twan Basten, Luca Benini, Anantha P. Chandrakasan, Menno Lindwer, Jie Liu, Rex Min, Feng Zhao
2003 J jnl
Scheduling battery usage in mobile systems.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi
2003 — conf
Statistical Power Estimation of Behavioral Descriptions.
PATMOS
B. Arts, N. van der Eng, Marc J. M. Heijligers, H. Munk, Frans Theeuwen, Luca Benini, Enrico Macii, A. Milia, Roberto Maro, A. Bellu
2003 J jnl
SystemC Cosimulation and Emulation of Multiprocessor SoC Designs.
Computer
Luca Benini, Davide Bertozzi, Davide Bruni, Nicola Drago, Franco Fummi, Massimo Poncino
2003 A conf
Transport Protocol Optimization for Energy Efficient Wireless Embedded Systems.
DATE
Davide Bertozzi, Anand Raghunathan, Luca Benini, Srivaths Ravi
2003 C conf
xpipes: a Latency Insensitive Parameterized Network-on-chip Architecture For Multi-Processor SoCs.
ICCD
Matteo Dall'Osso, Gianluca Biccari, Luca Giovannini, Davide Bertozzi, Luca Benini
2002 J jnl
A Framework for Modeling and Estimating the Energy Dissipation of VLIW-Based Embedded Systems.
Des. Autom. Embed. Syst.
Luca Benini, Davide Bruni, Mauro Chinosi, Cristina Silvano, Vittorio Zaccaria, Roberto Zafalon
2002 — conf
An adaptive data compression scheme for memory traffic minimization in processor-based systems.
ISCAS (4)
Luca Benini, Davide Bruni, Bruno Riccò, Alberto Macii, Enrico Macii
2002 A* conf
Analysis of power consumption on switch fabrics in network routers.
DAC
Terry Tao Ye, Giovanni De Micheli, Luca Benini
2002 — conf
Automated DNA sizing in atomic force microscope images.
ISBI
Elisa Ficarra, Luca Benini, Bruno Riccò, Giampaolo Zuccheri
2002 A conf
Contents provider-assisted dynamic voltage scaling for low energy multimedia applications.
ISLPED
Eui-Young Chung, Giovanni De Micheli, Luca Benini
2002 A conf
Discharge current steering for battery lifetime optimization.
ISLPED
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2002 J jnl
Dynamic Power Management for Nonstationary Service Requests.
IEEE Trans. Computers
Eui-Young Chung, Luca Benini, Alessandro Bogliolo, Yung-Hsiang Lu, Giovanni De Micheli
2002 J jnl
Dynamic frequency scaling with buffer insertion for mixed workloads.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli
2002 — conf
Energy-efficient and reliable low-swing signaling for on-chip buses based on redundant coding.
ISCAS (1)
Davide Bertozzi, Luca Benini, Bruno Riccò
2002 A conf
Hardware-Assisted Data Compression for Energy Minimization in Systems with Embedded Processors.
DATE
Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii
2002 J jnl
Layout-driven memory synthesis for embedded systems-on-chip.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Luca Macchiarulo, Alberto Macii, Massimo Poncino
2002 C conf
Legacy SystemC Co-Simulation of Multi-Processor Systems-on-Chip.
ICCD
Luca Benini, Davide Bertozzi, Davide Bruni, Nicola Drago, Franco Fummi, Massimo Poncino
2002 Misc conf
Low Power Control Techniques For TFT LCD Displays.
CASES
Franco Gatti, Andrea Acquaviva, Luca Benini, Bruno Riccò
2002 A conf
Low Power Error Resilient Encoding for On-Chip Data Buses.
DATE
Davide Bertozzi, Luca Benini, Giovanni De Micheli
2002 — book
Memory design techniques for low energy embedded systems.
Alberto Macii, Luca Benini, Massimo Poncino
2002 J jnl
Minimizing memory access energy in embedded systems by selective instruction compression.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2002 A conf
Networks on Chip: A New Paradigm for Systems on Chip Design.
DATE
Giovanni De Micheli, Luca Benini
2002 J jnl
Networks on Chips: A New SoC Paradigm.
Computer
Luca Benini, Giovanni De Micheli
2002 — conf
Offline Data Profiling Techniques to Enhance Memory Compression in Embedded Systems.
PATMOS
Luca Benini, Alberto Macii, Enrico Macii
2002 A conf
Parametric timing and power macromodels for high level simulation of low-swing interconnects.
ISLPED
Davide Bertozzi, Luca Benini, Bruno Riccò
2002 B conf
Power aware network interface management for streaming multimedia.
WCNC
Davide Bertozzi, Luca Benini, Bruno Riccò
2002 J jnl
Power-aware operating systems for interactive systems.
IEEE Trans. Very Large Scale Integr. Syst.
Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli
2002 Misc conf
System lifetime extension by battery management: an experimental work.
CASES
Davide Bruni, Luca Benini, Bruno Riccò
2002 J jnl
Value-sensitive automatic code specialization for embedded software.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Eui-Young Chung, Luca Benini, Giovanni De Micheli, Gabriele Luculli, Marco Carilli
2002 J jnl
Virtual Simulation of Distributed IP-Based Designs.
IEEE Des. Test Comput.
Marcello Dalpasso, Alessandro Bogliolo, Luca Benini
2001 A conf
An adaptive algorithm for low-power streaming multimedia processing.
DATE
Andrea Acquaviva, Luca Benini, Bruno Riccò
2001 A conf
Automatic source code specialization for energy reduction.
ISLPED
Eui-Young Chung, Luca Benini, Giovanni De Micheli
2001 J jnl
Battery-Driven Dynamic Power Management.
IEEE Des. Test Comput.
Luca Benini, Giuliano Castelli, Alberto Macii, Riccardo Scarsi
2001 A conf
Cached-code compression for energy minimization in embedded processors.
ISLPED
Luca Benini, Alberto Macii, Alberto Nannarelli
2001 A conf
Component selection and matching for IP-based design.
DATE
Ting Zhang, Luca Benini, Giovanni De Micheli
2001 — conf
Delay-sensitive power estimation at the register-transfer level.
ICECS
Davide Bruni, G. Olivieri, Alessandro Bogliolo, Luca Benini
2001 J jnl
Discrete-time battery models for system-level low-power design.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi
2001 A* conf
Dynamic Voltage Scaling and Power Management for Portable Systems.
DAC
Tajana Simunic, Luca Benini, Andrea Acquaviva, Peter W. Glynn, Giovanni De Micheli
2001 J jnl
Energy characterization of embedded real-time operating systems.
SIGARCH Comput. Archit. News
Andrea Acquaviva, Luca Benini, Bruno Riccò
2001 J jnl
Energy-efficient design of battery-powered embedded systems.
IEEE Trans. Very Large Scale Integr. Syst.
Tajana Simunic, Luca Benini, Giovanni De Micheli
2001 J jnl
Event-driven power management.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli
2001 A conf
Extending lifetime of portable systems by battery scheduling.
DATE
Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi
2001 A* conf
From Architecture to Layout: Partitioned Memory Synthesis for Embedded Systems-on-Chip.
DAC
Luca Benini, Luca Macchiarulo, Alberto Macii, Enrico Macii, Massimo Poncino
2001 A conf
On-the-fly layout generation for PTL macrocells.
DATE
Luca Macchiarulo, Luca Benini, Enrico Macii
2001 — conf
Powering Networks on Chips: Energy-Efficient and Reliable Interconnect Design for SoCs.
ISSS
Luca Benini, Giovanni De Micheli
2001 — conf
Processor frequency setting for energy minimization of streaming multimedia application.
CODES
Andrea Acquaviva, Luca Benini, Bruno Riccò
2001 J jnl
Software-controlled processor speed setting for low-power streamingmultimedia.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Andrea Acquaviva, Luca Benini, Bruno Riccò
2001 — conf
Source code transformation based on software cost analysis.
ISSS
Eui-Young Chung, Luca Benini, Giovanni De Micheli
2001 A* conf
Statistical Design Space Exploration for Application-Specific Unit Synthesis.
DAC
Davide Bruni, Alessandro Bogliolo, Luca Benini
2001 J jnl
Synthesis of power-managed sequential components based oncomputational kernel extraction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino
2000 A conf
A Discrete-Time Battery Model for High-Level Power Estimation.
DATE
Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi
2000 J jnl
A multilevel engine for fast power simulation of realistic inputstreams.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi
2000 A conf
A recursive algorithm for low-power memory partitioning.
ISLPED
Luca Benini, Alberto Macii, Massimo Poncino
2000 J jnl
A survey of design techniques for system-level dynamic power management.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Alessandro Bogliolo, Giovanni De Micheli
2000 J jnl
Architectures and synthesis algorithms for power-efficient businterfaces.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Alberto Macii, Massimo Poncino, Riccardo Scarsi
2000 — conf
Battery-Driven Dynamic Power Management of Portable Systems.
ISSS
Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Riccardo Scarsi
2000 A conf
Dynamic Power Management of Laptop Hard Disk.
DATE
Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli
2000 A* conf
Dynamic power management for portable systems.
MobiCom
Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli
2000 J jnl
Glitch power minimization by selective gate freezing.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Giovanni De Micheli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi
2000 A* conf
Hardware/software IP protection.
DAC
Marcello Dalpasso, Alessandro Bogliolo, Luca Benini
2000 J jnl
Increasing Energy Efficiency of Embedded Systems by Application-Specific Memory Hierarchy Generation.
IEEE Des. Test Comput.
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2000 — conf
Low-power task scheduling for multiple devices.
CODES
Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli
2000 A conf
Operating-system directed power reduction.
ISLPED
Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli
2000 A conf
Quantitative Comparison of Power Management Algorithms.
DATE
Yung-Hsiang Lu, Eui-Young Chung, Tajana Simunic, Giovanni De Micheli, Luca Benini
2000 J jnl
Regression-based RTL power modeling.
ACM Trans. Design Autom. Electr. Syst.
Alessandro Bogliolo, Luca Benini, Giovanni De Micheli
2000 — conf
Regression-based RTL power models for controllers.
ACM Great Lakes Symposium on VLSI
Luca Benini, Alessandro Bogliolo, Enrico Macii, Massimo Poncino, Mihai Surmei
2000 — conf
Requester-Aware Power Reduction.
ISSS
Yung-Hsiang Lu, Giovanni De Micheli, Luca Benini
2000 — conf
Source Code Optimization and Profiling of Energy Consumption in Embedded Systems.
ISSS
Tajana Simunic, Giovanni De Micheli, Luca Benini, Mat Hans
2000 — conf
Supporting system-level power exploration for DSP applications.
ACM Great Lakes Symposium on VLSI
Luca Benini, Marco Ferrero, Alberto Macii, Enrico Macii, Massimo Poncino
2000 A* conf
Synthesis of application-specific memories for power optimization in embedded systems.
DAC
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
2000 J jnl
Synthesis of low-power selectively-clocked systems from high-level specification.
ACM Trans. Design Autom. Electr. Syst.
Luca Benini, Giovanni De Micheli
2000 J jnl
System-level power optimization: techniques and tools.
ACM Trans. Design Autom. Electr. Syst.
Luca Benini, Giovanni De Micheli
2000 A conf
Virtual Fault Simulation of Distributed IP-Based Designs.
DATE
Marcello Dalpasso, Alessandro Bogliolo, Luca Benini, Michele Favalli
1999 J jnl
Automatic Synthesis of Large Telescopic Units Based on Near-Minimum Timed Supersetting.
IEEE Trans. Computers
Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino
1999 A* conf
Cycle-Accurate Simulation of Energy Consumption in Embedded Systems.
DAC
Tajana Simunic, Luca Benini, Giovanni De Micheli
1999 A conf
Dynamic Power Management for non-stationary service requests.
DATE
Eui-Young Chung, Luca Benini, Alessandro Bogliolo, Giovanni De Micheli
1999 A conf
Dynamic power management using adaptive learning tree.
ICCAD
Eui-Young Chung, Luca Benini, Giovanni De Micheli
1999 A conf
Efficient switching activity computation during high-level synthesis of control-dominated designs.
ISLPED
Alessandro Bogliolo, Luca Benini, Bruno Riccò, Giovanni De Micheli
1999 A conf
Energy-efficient design of battery-powered embedded systems.
ISLPED
Tajana Simunic, Luca Benini, Giovanni De Micheli
1999 — conf
Event-Driven Power Management of Portable Systems.
ISSS
Tajana Simunic, Giovanni De Micheli, Luca Benini
1999 A conf
Glitch Power Minimization by Gate Freezing.
DATE
Luca Benini, Giovanni De Micheli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi
1999 A* conf
Kernel-Based Power Optimization of RTL Components: Exact and Approximate Extraction Algorithms.
DAC
Luca Benini, Giovanni De Micheli, Enrico Macii, Giuseppe Odasso, Massimo Poncino
1999 J jnl
Policy optimization for dynamic power management.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Alessandro Bogliolo, Giuseppe A. Paleologo, Giovanni De Micheli
1999 J jnl
Reducing switching activity on datapath buses with control-signal gating.
IEEE J. Solid State Circuits
Hema Kapadia, Luca Benini, Giovanni De Micheli
1999 — conf
Region Compression: A New Scheme for Memory Energy Minimization in Embedded Systems.
EUROMICRO
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
1999 A conf
Selective instruction compression for memory energy reduction in embedded systems.
ISLPED
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino
1999 A conf
Specification and Validation of Distributed IP-Based Designs with JavaCAD.
DATE
Marcello Dalpasso, Alessandro Bogliolo, Luca Benini
1999 J jnl
Symbolic synthesis of clock-gating logic for power optimization of synchronous controllers.
ACM Trans. Design Autom. Electr. Syst.
Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi
1999 A* conf
Synthesis of Low-Overhead Interfaces for Power-Efficient Communication over Wide Buses.
DAC
Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi
1999 A conf
System-level power optimization: techniques and tools.
ISLPED
Luca Benini, Giovanni De Micheli
1999 A* conf
Virtual Simulation of Distributed IP-based Designs.
DAC
Marcello Dalpasso, Alessandro Bogliolo, Luca Benini
1998 A conf
Address Bus Encoding Techniques for System-Level Power Optimization.
DATE
Luca Benini, Giovanni De Micheli, Donatella Sciuto, Enrico Macii, Cristina Silvano
1998 A conf
Characterization-Free Behavioral Power Modeling.
DATE
Alessandro Bogliolo, Luca Benini, Giovanni De Micheli
1998 A* conf
Computational Kernels and their Application to Sequential Power Optimization.
DAC
Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino
1998 — book
Dynamic power management - design techniques and CAD tools.
Luca Benini, Giovanni De Micheli
1998 A conf
Dynamic power management of electronic systems.
ICCAD
Luca Benini, Alessandro Bogliolo, Giovanni De Micheli
1998 A* conf
In-Place Power Optimization for LUT-Based FPGAs.
DAC
Balakrishna Kumthekar, Luca Benini, Enrico Macii, Fabio Somenzi
1998 J jnl
Iterative remapping for logic circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Patrick Vuillod, Giovanni De Micheli
1998 A conf
Monitoring system activity for OS-directed dynamic power management.
ISLPED
Luca Benini, Alessandro Bogliolo, Stefano Cavallucci, Bruno Riccò
1998 A conf
Node sampling: a robust RTL power modeling approach.
ICCAD
Alessandro Bogliolo, Luca Benini
1998 A* conf
Policy Optimization for Dynamic Power Management.
DAC
Giuseppe A. Paleologo, Luca Benini, Alessandro Bogliolo, Giovanni De Micheli
1998 J jnl
Power optimization of core-based systems by address bus encoding.
IEEE Trans. Very Large Scale Integr. Syst.
Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Stefano Quer
1998 — conf
Reducing Power Consumption of Dedicated Processors Through Instruction Set Encoding.
Great Lakes Symposium on VLSI
Luca Benini, Giovanni De Micheli, Alberto Macii, Enrico Macii, Massimo Poncino
1998 — conf
Reducing switching activity on datapath buses with control-signal gating.
CICC
Hema Kapadia, Giovanni De Micheli, Luca Benini
1998 J jnl
Regression Models for Behavioral Power Estimation.
Integr. Comput. Aided Eng.
Luca Benini, Alessandro Bogliolo, Michele Favalli, Giovanni De Micheli
1998 J jnl
Robust RTL power macromodels.
IEEE Trans. Very Large Scale Integr. Syst.
Alessandro Bogliolo, Luca Benini
1998 A conf
System-level power estimation and optimization.
ISLPED
Luca Benini, Robin Hodgson, Polly Siegel
1998 J jnl
Telescopic units: a new paradigm for performance optimization of VLSI designs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Enrico Macii, Massimo Poncino, Giovanni De Micheli
1998 — conf
Timed Supersetting and the Synthesis of Telescopic Units.
Great Lakes Symposium on VLSI
Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino
1997 J jnl
A survey of Boolean matching techniques for library binding.
ACM Trans. Design Autom. Electr. Syst.
Luca Benini, Giovanni De Micheli
1997 — conf
Adaptive least mean square behavioral power modeling.
ED&TC
Alessandro Bogliolo, Luca Benini, Giovanni De Micheli
1997 — conf
Asymptotic Zero-Transition Activity Encoding for Address Busses in Low-Power Microprocessor-Based Systems.
Great Lakes Symposium on VLSI
Luca Benini, Giovanni De Micheli, Enrico Macii, Donatella Sciuto, Cristina Silvano
1997 J jnl
Clock Skew Optimization for Peak Current Reduction.
J. VLSI Signal Process.
Luca Benini, Patrick Vuillod, Alessandro Bogliolo, Giovanni De Micheli
1997 A conf
Fast power estimation for deterministic input streams.
ICCAD
Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi
1997 J jnl
Gate-level power and current simulation of CMOS integrated circuits.
IEEE Trans. Very Large Scale Integr. Syst.
Alessandro Bogliolo, Luca Benini, Giovanni De Micheli, Bruno Riccò
1997 A conf
Generalized matching from theory to application.
ICCAD
Patrick Vuillod, Luca Benini, Giovanni De Micheli
1997 A conf
Re-mapping for low power under tight timing constraints.
ISLPED
Patrick Vuillod, Luca Benini, Giovanni De Micheli
1997 — conf
Symbolic synthesis of clock-gating logic for power optimization of control-oriented synchronous networks.
ED&TC
Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi
1997 A conf
System-level power optimization of special purpose applications: the beach solution.
ISLPED
Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Stefano Quer
1997 A* conf
Telescopic Units: Increasing the Average Throughput of Pipelined Designs by Adaptive Latency Control.
DAC
Luca Benini, Enrico Macii, Massimo Poncino
1996 J jnl
Automatic synthesis of low-power gated-clock finite-state machines.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Luca Benini, Giovanni De Micheli
1996 A conf
Clock skew optimization for peak current reduction.
ISLPED
Patrick Vuillod, Luca Benini, Alessandro Bogliolo, Giovanni De Micheli
1996 — conf
Design for Testability of Gated-Clock FSMs.
ED&TC
Michele Favalli, Luca Benini, Giovanni De Micheli
1996 C conf
Distributed EDA Tool Integration: The PPP Paradigm.
ICCD
Luca Benini, Alessandro Bogliolo, Giovanni De Micheli
1996 A conf
Gate-level current waveform simulation of CMOS integrated circuits.
ISLPED
Alessandro Bogliolo, Luca Benini, Giovanni De Micheli, Bruno Riccò
1996 A* conf
Power Estimation of Cell-Based CMOS Circuits.
DAC
Alessandro Bogliolo, Luca Benini, Bruno Riccò
1996 — conf
Synthesis of Low-Power Selectively-Clocked Systems from High-Level Specification.
ISSS
Luca Benini, Patrick Vuillod, Claudionor José Nunes Coelho Jr., Giovanni De Micheli
1995 — conf
Analysis of glitch power dissipation in CMOS ICs.
ISLPD
Michele Favalli, Luca Benini
1995 J jnl
State assignment for low power dissipation.
IEEE J. Solid State Circuits
Luca Benini, Giovanni De Micheli
1995 — conf
Transformation and synthesis of FSMs for low-power gated-clock implementation.
ISLPD
Luca Benini, Giovanni De Micheli
1994 J jnl
Saving Power by Synthesizing Gated Clocks for Sequential Circuits.
IEEE Des. Test Comput.
Luca Benini, Polly Siegel, Giovanni De Micheli