BARCHI, FRANCESCO
BARCHI, FRANCESCO
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
A transformer-based approach for source code classification for heterogeneous device mapping
2026 Siino, Marco; Parisi, Emanuele; Barchi, Francesco; Acquaviva, Andrea; Bartolini, Andrea
ANZIL: Attention-based network for zero-risk inspection of LiDAR point cloud in self-driving cars
2025 Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea
Bio-Inspired Drone Control: A Reinforcement Learning-Trained Spiking Neural Networks for Agile Navigation in Dynamic Environment
2025 Lee, Yin-Ching; Mengozzi, Sebastiano; Zanatta, Luca; Bartolini, Andrea; Acquaviva, Andrea; Barchi, Francesco
Traffic Load Estimation via Time-Frequency Analysis of Dynamic Monitoring Data and Deep Learning
2025 Zanella, Samuel; Barchi, Francesco; Moallemi, Amirhossein; Longo, Monica; Salvaro, Mattia; Darò, Paola; Benini, Luca; Acquaviva, Andrea
Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips
2024 Parisi, Emanuele; Musa, Alberto; Ciani, Maicol; Barchi, Francesco; Rossi, Davide; Bartolini, Andrea; Acquaviva, Andrea
AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks
2024 Jati, Grafika; Molan, Martin; Khan, Junaid Ahmed; Barchi, Francesco; Bartolini, Andrea; Mercurio, Giuseppe; Acquaviva, Andrea
DeepCodeGraph: A Language Model for Compile-Time Resource Optimization Using Masked Graph Autoencoders
2024 Cichetti, F.; Parisi, E.; Acquaviva, A.; Barchi, F.
End-to-end Integration of OpenTitan Security Features in a Pure RISC-V SoC
2024 Musa, Alberto; Parisi, Emanuele; Barbierato, Luca; Acquaviva, Andrea; Barchi, Francesco
Energy efficient and low-latency spiking neural networks on embedded microcontrollers through spiking activity tuning
2024 Barchi, Francesco; Parisi, Emanuele; Zanatta, Luca; Bartolini, Andrea; Acquaviva, Andrea
Enhancing workplace safety: A flexible approach for personal protective equipment monitoring
2024 Alessia Pisu; Nicola Elia; Livio Pompianu; Francesco Barchi; Andrea Acquaviva; Salvatore Carta
Exploring spiking neural networks for deep reinforcement learning in robotic tasks
2024 Zanatta, Luca; Barchi, Francesco; Manoni, Simone; Tolu, Silvia; Bartolini, Andrea; Acquaviva, Andrea
LIDAROC: Realistic LiDAR Cover Contamination Dataset for Enhancing Autonomous Vehicle Perception Reliability
2024 Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Mercurio, Giuseppe; Acquaviva, Andrea
OP-TEE powered OpenSSL Engine enhancing Digital Signature security for ARM Architectures
2024 Volante, Franco; Barchi, Francesco; Patti, Edoardo; Bottaccioli, Lorenzo; Barbierato, Luca
TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle
2024 Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea
TitanCFI: Toward Enforcing Control-Flow Integrity in the Root-of-Trust
2024 Parisi, E.; Musa, A.; Manoni, S.; Ciani, M.; Rossi, D.; Barchi, F.; Bartolini, A.; Acquaviva, A.
TitanSSL: Towards Accelerating OpenSSL in a Full RISC-V Architecture Using OpenTitan Root-of-Trust
2024 Musa, A.; Volante, F.; Parisi, E.; Barbierato, L.; Patti, E.; Bartolini, A.; Acquaviva, A.; Barchi, F.
Towards Nano-Drones Agile Flight Using Deep Reinforcement Learning
2024 Mengozzi, Sebastiano; Zanatta, Luca; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea
Towards the DT of an Educational Building: An AI-Based Distributed Measurement System for the Power Forecasting
2024 Negri, Virginia; Zanella, Samuel; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Barchi, Francesco; Acquaviva, Andrea
Unleashing OpenTitan’s Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading
2024 Ciani, Maicol; Parisi, Emanuele; Musa, Alberto; Barchi, Francesco; Bartolini, Andrea; Kulmala, Ari; Psiakis, Rafail; Garofalo, Angelo; Acquaviva, Andrea; Rossi, Davide
Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator
2023 Zanatta, Luca; Di Mauro, Alfio; Barchi, Francesco; Bartolini, Andrea; Benini, Luca; Acquaviva, Andrea
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A transformer-based approach for source code classification for heterogeneous device mapping | Siino, Marco; Parisi, Emanuele; Barchi, Francesco; Acquaviva, Andrea; Bartolini, Andrea | 2026-01-01 | ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | 1-s2.0-S0952197625030180-main.pdf |
| ANZIL: Attention-based network for zero-risk inspection of LiDAR point cloud in self-driving cars | Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea | 2025-01-01 | EXPERT SYSTEMS WITH APPLICATIONS | - | 1.01 Articolo in rivista | 1-s2.0-S0957417425020317-main_compressed.pdf |
| Bio-Inspired Drone Control: A Reinforcement Learning-Trained Spiking Neural Networks for Agile Navigation in Dynamic Environment | Lee, Yin-Ching; Mengozzi, Sebastiano; Zanatta, Luca; Bartolini, Andrea; Acquaviva, Andrea; Barchi..., Francesco | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Traffic Load Estimation via Time-Frequency Analysis of Dynamic Monitoring Data and Deep Learning | Zanella, Samuel; Barchi, Francesco; Moallemi, Amirhossein; Longo, Monica; Salvaro, Mattia; Darò, ...Paola; Benini, Luca; Acquaviva, Andrea | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips | Parisi, Emanuele; Musa, Alberto; Ciani, Maicol; Barchi, Francesco; Rossi, Davide; Bartolini, Andr...ea; Acquaviva, Andrea | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | 3649153.3649213.pdf |
| AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks | Jati, Grafika; Molan, Martin; Khan, Junaid Ahmed; Barchi, Francesco; Bartolini, Andrea; Mercurio..., Giuseppe; Acquaviva, Andrea | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| DeepCodeGraph: A Language Model for Compile-Time Resource Optimization Using Masked Graph Autoencoders | Cichetti, F.; Parisi, E.; Acquaviva, A.; Barchi, F. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| End-to-end Integration of OpenTitan Security Features in a Pure RISC-V SoC | Musa, Alberto; Parisi, Emanuele; Barbierato, Luca; Acquaviva, Andrea; Barchi, Francesco | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Energy efficient and low-latency spiking neural networks on embedded microcontrollers through spiking activity tuning | Barchi, Francesco; Parisi, Emanuele; Zanatta, Luca; Bartolini, Andrea; Acquaviva, Andrea | 2024-01-01 | NEURAL COMPUTING & APPLICATIONS | - | 1.01 Articolo in rivista | s00521-024-10191-5-1.pdf |
| Enhancing workplace safety: A flexible approach for personal protective equipment monitoring | Alessia Pisu; Nicola Elia; Livio Pompianu; Francesco Barchi; Andrea Acquaviva; Salvatore Carta | 2024-01-01 | EXPERT SYSTEMS WITH APPLICATIONS | - | 1.01 Articolo in rivista | 1-s2.0-S0957417423027872-main.pdf |
| Exploring spiking neural networks for deep reinforcement learning in robotic tasks | Zanatta, Luca; Barchi, Francesco; Manoni, Simone; Tolu, Silvia; Bartolini, Andrea; Acquaviva, Andrea | 2024-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-024-77779-8-1.pdf |
| LIDAROC: Realistic LiDAR Cover Contamination Dataset for Enhancing Autonomous Vehicle Perception Reliability | Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Mercurio, Giuseppe; Acquaviva..., Andrea | 2024-01-01 | IEEE SENSORS LETTERS | - | 1.01 Articolo in rivista | LIDAROC_Realistic_LiDAR_Cover_Contamination_Dataset_for_Enhancing_Autonomous_Vehicle_Perception_Reliability.pdf |
| OP-TEE powered OpenSSL Engine enhancing Digital Signature security for ARM Architectures | Volante, Franco; Barchi, Francesco; Patti, Edoardo; Bottaccioli, Lorenzo; Barbierato, Luca | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle | Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea | 2024-01-01 | - | ACM Association for Computing Machinery | 4.01 Contributo in Atti di convegno | 3649153.3649201.pdf |
| TitanCFI: Toward Enforcing Control-Flow Integrity in the Root-of-Trust | Parisi, E.; Musa, A.; Manoni, S.; Ciani, M.; Rossi, D.; Barchi, F.; Bartolini, A.; Acquaviva, A. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| TitanSSL: Towards Accelerating OpenSSL in a Full RISC-V Architecture Using OpenTitan Root-of-Trust | Musa, A.; Volante, F.; Parisi, E.; Barbierato, L.; Patti, E.; Bartolini, A.; Acquaviva, A.; Barch...i, F. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Towards Nano-Drones Agile Flight Using Deep Reinforcement Learning | Mengozzi, Sebastiano; Zanatta, Luca; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Towards the DT of an Educational Building: An AI-Based Distributed Measurement System for the Power Forecasting | Negri, Virginia; Zanella, Samuel; Mingotti, Alessandro; Tinarelli, Roberto; Peretto, Lorenzo; Bar...chi, Francesco; Acquaviva, Andrea | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Unleashing OpenTitan’s Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading | Ciani, Maicol; Parisi, Emanuele; Musa, Alberto; Barchi, Francesco; Bartolini, Andrea; Kulmala, Ar...i; Psiakis, Rafail; Garofalo, Angelo; Acquaviva, Andrea; Rossi, Davide | 2024-01-01 | ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS | - | 1.01 Articolo in rivista | - |
| Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator | Zanatta, Luca; Di Mauro, Alfio; Barchi, Francesco; Bartolini, Andrea; Benini, Luca; Acquaviva, An...drea | 2023-01-01 | NEUROCOMPUTING | - | 1.01 Articolo in rivista | Directly trained Spiking Neural Networks for Deep Reinforcement Learning Energy efficient implementation of event based obstacle avoidance on a neuromorphic accelerator.pdf |