Francesco Barchi

51 papers A* 1A 2B 1C 3Misc 2Journal 18Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
A transformer-based approach for source code classification for heterogeneous device mapping.
Eng. Appl. Artif. Intell.
Marco Siino, Emanuele Parisi, Francesco Barchi, Andrea Acquaviva, Andrea Bartolini
2026 J jnl
Targeting language models for compile-time computing resource optimization: A novel approach based on masked graph autoencoders.
Data Knowl. Eng.
Federico Cichetti, Emanuele Parisi, Andrea Acquaviva, Francesco Barchi
2025 J jnl
ANZIL: Attention-based network for zero-risk inspection of LiDAR point cloud in self-driving cars.
Expert Syst. Appl.
Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva
2025 — conf
Bio-Inspired Drone Control: A Reinforcement Learning-Trained Spiking Neural Networks for Agile Navigation in Dynamic Environment.
COINS
Yin-Ching Lee, Sebastiano Mengozzi, Luca Zanatta, Andrea Bartolini, Andrea Acquaviva, Francesco Barchi
2025 — conf
Deep Neural Networks Study for Advanced Code-reuse Attacks Detection.
RTSI
Júnia Maísa Oliveira, Alberto Musa, Emanuele Parisi, Francesco Barchi, Andrea Acquaviva
2025 — conf
Integrating OpenTitan as a Security Controller for Cryptographic Tasks in RISC-V SoCs.
ITASEC/SERICS
Alberto Musa, Emanuele Parisi, Luca Barbierato, Edoardo Patti, Andrea Acquaviva, Francesco Barchi
2025 J jnl
Unleashing OpenTitan's Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading.
ACM Trans. Embed. Comput. Syst.
Maicol Ciani, Emanuele Parisi, Alberto Musa, Francesco Barchi, Andrea Bartolini, Ari Kulmala, Rafail Psiakis, Angelo Garofalo, Andrea Acquaviva, Davide Rossi
2024 — conf
Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips.
CF
Emanuele Parisi, Alberto Musa, Maicol Ciani, Francesco Barchi, Davide Rossi, Andrea Bartolini, Andrea Acquaviva
2024 J jnl
Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips.
CoRR
Emanuele Parisi, Alberto Musa, Maicol Ciani, Francesco Barchi, Davide Rossi, Andrea Bartolini, Andrea Acquaviva
2024 — conf
AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks.
ICPE (Companion)
Grafika Jati, Martin Molan, Junaid Ahmed Khan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva
2024 — conf
DeepCodeGraph: A Language Model for Compile-Time Resource Optimization Using Masked Graph Autoencoders.
NLDB (1)
Federico Cichetti, Emanuele Parisi, Andrea Acquaviva, Francesco Barchi
2024 — conf
End-to-end Integration of OpenTitan Security Features in a Pure RISC-V SoC.
SMACD
Alberto Musa, Emanuele Parisi, Luca Barbierato, Andrea Acquaviva, Francesco Barchi
2024 J jnl
Energy efficient and low-latency spiking neural networks on embedded microcontrollers through spiking activity tuning.
Neural Comput. Appl.
Francesco Barchi, Emanuele Parisi, Luca Zanatta, Andrea Bartolini, Andrea Acquaviva
2024 J jnl
Enhancing workplace safety: A flexible approach for personal protective equipment monitoring.
Expert Syst. Appl.
Alessia Pisu, Nicola Elia, Livio Pompianu, Francesco Barchi, Andrea Acquaviva, Salvatore Carta
2024 — conf
OP-TEE powered OpenSSL Engine enhancing Digital Signature security for ARM Architectures.
SMACD
Franco Volante, Francesco Barchi, Edoardo Patti, Lorenzo Bottaccioli, Luca Barbierato
2024 — conf
TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle.
CF
Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024 A conf
TitanCFI: Toward Enforcing Control-Flow Integrity in the Root -of- Trust.
DATE
Emanuele Parisi, Alberto Musa, Simone Manoni, Maicol Ciani, Davide Rossi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024 J jnl
TitanCFI: Toward Enforcing Control-Flow Integrity in the Root-of-Trust.
CoRR
Emanuele Parisi, Alberto Musa, Simone Manoni, Maicol Ciani, Davide Rossi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024 B conf
TitanSSL: Towards Accelerating OpenSSL in a Full RISC-V Architecture Using OpenTitan Root-of-Trust.
SAFECOMP
Alberto Musa, Franco Volante, Emanuele Parisi, Luca Barbierato, Edoardo Patti, Andrea Bartolini, Andrea Acquaviva, Francesco Barchi
2024 — conf
Towards Nano-Drones Agile Flight Using Deep Reinforcement Learning.
COINS
Sebastiano Mengozzi, Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024 — conf
Towards the DT of an Educational Building: An AI-Based Distributed Measurement System for the Power Forecasting.
AMPS
Virginia Negri, Samuel Zanella, Alessandro Mingotti, Roberto Tinarelli, Lorenzo Peretto, Francesco Barchi, Andrea Acquaviva
2024 J jnl
Unleashing OpenTitan's Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading.
CoRR
Maicol Ciani, Emanuele Parisi, Alberto Musa, Francesco Barchi, Andrea Bartolini, Ari Kulmala, Rafail Psiakis, Angelo Garofalo, Andrea Acquaviva, Davide Rossi
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
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 — conf
On the Containerization and Orchestration of RISC-V architectures for Edge-Cloud computing.
eSAAM
Francesco Lumpp, Francesco Barchi, Andrea Acquaviva, Nicola Bombieri
2023 — conf
RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project.
SAMOS
William Fornaciari, Federico Reghenzani, Giovanni Agosta, Davide Zoni, Andrea Galimberti, Francesco Conti, Yvan Tortorella, Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva, Daniele Gregori, Salvatore Cognetta, Carlo Ciancarelli, Antonio Leboffe, Paolo Serri, Alessio Burrello, Daniele Jahier Pagliari, Gianvito Urgese, Maurizio Martina, Guido Masera, Rosario Di Carlo, Antonio Sciarappa
2023 — conf
RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor (Invited Paper).
PARMA-DITAM
Francesco Barchi, Giacomo Pasini, Emanuele Parisi, Giuseppe Tagliavini, Andrea Bartolini, Andrea Acquaviva
2022 — conf
Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance.
CF
Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2022 J jnl
Making the Most of Scarce Input Data in Deep Learning-Based Source Code Classification for Heterogeneous Device Mapping.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
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 — 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 C conf
Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications.
ADBIS
Nicola Elia, Francesco Barchi, Emanuele Parisi, Livio Pompianu, Salvatore Carta, Andrea Bartolini, Andrea Acquaviva
2022 — conf
Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring.
MetroInd4.0& IoT
Emanuele Parisi, Amirhossein Moallemi, Francesco Barchi, Andrea Bartolini, Davide Brunelli, Nicola Buratti, Andrea Acquaviva
2021 — conf
Damage Detection in Structural Health Monitoring with Spiking Neural Networks.
MetroInd4.0&IoT
Luca Zanatta, Francesco Barchi, Alessio Burrello, Andrea Bartolini, Davide Brunelli, Andrea Acquaviva
2021 J jnl
Exploration of Convolutional Neural Network models for source code classification.
Eng. Appl. Artif. Intell.
Francesco Barchi, Emanuele Parisi, Gianvito Urgese, Elisa Ficarra, Andrea Acquaviva
2021 J jnl
Flexible On-Line Reconfiguration of Multi-Core Neuromorphic Platforms.
IEEE Trans. Emerg. Top. Comput.
Francesco Barchi, Gianvito Urgese, Alessandro Siino, Santa Di Cataldo, Enrico Macii, Andrea Acquaviva
2021 A conf
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers.
DATE
Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva
2021 J jnl
Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring.
Future Internet
Francesco Barchi, Luca Zanatta, Emanuele Parisi, Alessio Burrello, Davide Brunelli, Andrea Bartolini, Andrea Acquaviva
2020 — —
Many-core and heterogeneous architectures: programming models and compilation toolchains.
Francesco Barchi
2020 J jnl
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers.
CoRR
Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva
2019 A* conf
Code Mapping in Heterogeneous Platforms Using Deep Learning and LLVM-IR.
DAC
Francesco Barchi, Gianvito Urgese, Enrico Macii, Andrea Acquaviva
2018 C conf
Directed Graph Placement for SNN Simulation into a multi-core GALS Architecture.
VLSI-SoC
Francesco Barchi, Gianvito Urgese, Andrea Acquaviva, Enrico Macii
2018 Misc conf
Impact of graph partitioning on SNN placement for a multi-core neuromorphic architecture: work-in-progress.
CASES
Francesco Barchi, Gianvito Urgese, Enrico Macii, Andrea Acquaviva
2018 — conf
Mapping Spiking Neural Networks on Multi-core Neuromorphic Platforms: Problem Formulation and Performance Analysis.
VLSI-SoC (Selected Papers)
Francesco Barchi, Gianvito Urgese, Enrico Macii, Andrea Acquaviva
2018 Misc conf
Multiple alignment of packet sequences for efficient communication in a many-core neuromorphic system: work-in-progress.
CASES
Gianvito Urgese, Luca Peres, Francesco Barchi, Enrico Macii, Andrea Acquaviva
2018 J jnl
Optimizing Network Traffic for Spiking Neural Network Simulations on Densely Interconnected Many-Core Neuromorphic Platforms.
IEEE Trans. Emerg. Top. Comput.
Gianvito Urgese, Francesco Barchi, Enrico Macii, Andrea Acquaviva
2017 — conf
An Efficient MPI Implementation for Multi-Coreneuromorphic Platforms.
NGCAS
Francesco Barchi, Gianvito Urgese, Enrico Macii, Andrea Acquaviva
2016 — conf
Data and Commands Communication Protocol for Neuromorphic Platform Configuration.
MCSoC
Alessandro Siino, Francesco Barchi, Sergio Davies, Gianvito Urgese, Andrea Acquaviva
2016 C conf
Toolchain integration of runtime variability and aging awareness in multicore platforms.
FDL
Ramakrishna Venkata Nittala, Francesco Barchi, Gianvito Urgese, Andrea Acquaviva
2015 — conf
Top-Down Profiling of Application Specific Many-core Neuromorphic Platforms.
MCSoC
Gianvito Urgese, Francesco Barchi, Enrico Macii