Alessandro Capotondi

64 papers A* 2A 3B 4C 4Misc 1Journal 29Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
An FPGA-based accelerator design methodology for smart UAVs in precision agriculture: A case study.
J. Syst. Archit.
Gianluca Bellocchi, Daniel Madroñal, Alessandro Capotondi, Francesca Palumbo, Andrea Marongiu
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 — conf
ShareDAB-DETR: Memory-Efficient Object Detection through CentralBank Parameter Sharing.
VISAPP (1)
Khaled Chikh, Roberto Cavicchioli, Alessandro Capotondi
2025 J jnl
Diffusion Is Your Friend in Show, Suggest and Tell.
CoRR
Jia Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2025 B conf
Diffusion is Your Friend in Show, Suggest and Tell.
IEEE Big Data
Jia Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2025 J jnl
Embeddings hidden layers learning for neural network compression.
Neural Networks
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
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 the Proxy Computing Paradigm on DPU-based FPGA Acceleration.
CF
Gianluca Brilli, Alessandro Capotondi, Paolo Burgio, Andrea Marongiu
2025 J jnl
Fine-Grained QoS Control via Tightly-Coupled Bandwidth Monitoring and Regulation for FPGA-Based Heterogeneous SoCs.
IEEE Trans. Parallel Distributed Syst.
Giacomo Valente, Gianluca Brilli, Tania Di Mascio, Alessandro Capotondi, Paolo Burgio, Paolo Valente, Andrea Marongiu
2025 B conf
On-Device Continual Adaptation for Reliable Solar Irradiance Forecasting.
ACIVS
Mateusz Piechocki, Marek Kraft, Alessandro Capotondi
2025 J jnl
Taking a closer look at memory interference effects in commercial-off-the-shelf multicore SoCs.
J. Syst. Archit.
Lorenzo Carletti, Andrea Serafini, Gianluca Brilli, Alessandro Capotondi, Alessandro Biasci, Paolo Valente, Andrea Marongiu
2025 — conf
Thundershot: an open-source autonomous vehicles research platform for embedded heterogeneous MPSoCs.
CF (Companion)
Federico Gavioli, Francesco Moretti, Antonio Russo, Alessandro Capotondi, Paolo Burgio
2024 J jnl
Bidirectional Awareness Induction in Autoregressive Seq2Seq Models.
CoRR
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2024 — conf
Invited Paper: On the Granularity of Bandwidth Regulation in FPGA-Based Heterogeneous Systems on Chip.
WCET
Gianluca Brilli, Giacomo Valente, Alessandro Capotondi, Tania Di Mascio, Andrea Marongiu
2024 — conf
Learning from Wrong Predictions in Low-Resource Neural Machine Translation.
LREC/COLING
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
2024 A* conf
ShareBERT: Embeddings Are Capable of Learning Hidden Layers.
AAAI
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
2024 J jnl
Shifted Window Fourier Transform And Retention For Image Captioning.
CoRR
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2024 — conf
Shifted Window Fourier Transform and Retention for Image Captioning.
ICONIP (8)
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2023 — conf
A Request for Clarity over the End of Sequence Token in the Self-Critical Sequence Training.
ICIAP (1)
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2023 J jnl
A request for clarity over the End of Sequence token in the Self-Critical Sequence Training.
CoRR
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2023 B conf
Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning.
IEEE Big Data
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
2023 A* conf
Fine-Grained QoS Control via Tightly-Coupled Bandwidth Monitoring and Regulation for FPGA-based Heterogeneous SoCs.
DAC
Gianluca Brilli, Giacomo Valente, Alessandro Capotondi, Paolo Burgio, T. Di Masciov, Paolo Valente, Andrea Marongiu
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 J jnl
Heterogeneous Encoders Scaling In The Transformer For Neural Machine Translation.
CoRR
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
2023 — conf
Heterogeneous Encoders Scaling in the Transformer for Neural Machine Translation.
NL4AI@AI*IA
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
2023 J jnl
The Importance of Worst-Case Memory Contention Analysis for Heterogeneous SoCs.
CoRR
Lorenzo Carletti, Gianluca Brilli, Alessandro Capotondi, Paolo Valente, Andrea Marongiu
2022 A conf
An FPGA Overlay for Efficient Real-Time Localization in 1/10th Scale Autonomous Vehicles.
DATE
Andrea Bernardi, Gianluca Brilli, Alessandro Capotondi, Andrea Marongiu, Paolo Burgio
2022 J jnl
ExpansionNet v2: Block Static Expansion in fast end to end training for Image Captioning.
CoRR
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
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 A conf
Understanding and Mitigating Memory Interference in FPGA-based HeSoCs.
DATE
Gianluca Brilli, Alessandro Capotondi, Paolo Burgio, Andrea Marongiu
2021 C conf
A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment.
DSD
Gianluca Bellocchi, Alessandro Capotondi, Francesco Conti, Andrea Marongiu
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 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
Unmanned Vehicles in Smart Farming: a Survey and a Glance at Future Horizons.
DroneSE/RAPIDO@HiPEAC
Daniel Madroñal, Francesca Palumbo, Alessandro Capotondi, Andrea Marongiu
2020 C conf
A Systematic Assessment of Embedded Neural Networks for Object Detection.
ETFA
Micaela Verucchi, Gianluca Brilli, Davide Sapienza, Mattia Verasani, Marco Arena, Francesco Gatti, Alessandro Capotondi, Roberto Cavicchioli, Marko Bertogna, Marco Solieri
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
Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge.
IEEE Embed. Syst. Lett.
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Marco Carreras, Francesco Conti, Alessandro Capotondi, Davide Rossi
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 — 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
Robust navigation with tinyML for autonomous mini-vehicles.
CoRR
Miguel de Prado, Romain Donze, Alessandro Capotondi, Manuele Rusci, Serge Monnerat, Luca Benini, Nuria Pazos
2019 J jnl
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On Microcontrollers.
CoRR
Manuele Rusci, Alessandro Capotondi, 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
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 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 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 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
2017 C conf
Enabling zero-copy OpenMP offloading on the PULP many-core accelerator.
SCOPES
Alessandro Capotondi, Andrea Marongiu
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
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
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
On the effectiveness of OpenMP teams for cluster-based many-core accelerators.
HPCS
Alessandro Capotondi, Andrea Marongiu
2016 — —
Programming models and tools for many-core platforms ; Modelli e strumenti di programmazione parallela per piattaforme many-core.
Alessandro Capotondi
2015 — conf
Enabling Scalable and Fine-Grained Nested Parallelism on Embedded Many-cores.
MCSoC
Alessandro Capotondi, Andrea Marongiu, 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 — conf
Runtime Support for Multiple Offload-Based Programming Models on Embedded Manycore Accelerators.
COSMIC@CGO
Alessandro Capotondi, Germain Haugou, Andrea Marongiu, 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
2014 — conf
Augmenting manycore programmable accelerators with photonic interconnect technology for the high-end embedded computing domain.
NOCS
Marco Balboni, Marta Ortín-Obón, Alessandro Capotondi, Hervé Tatenguem Fankem, Alberto Ghiribaldi, Luca Ramini, Víctor Viñals, Andrea Marongiu, Davide Bertozzi
2013 — conf
Improving the programmability of STHORM-based heterogeneous systems with offload-enabled OpenMP.
MES
Andrea Marongiu, Alessandro Capotondi, Giuseppe Tagliavini, Luca Benini