BARCHI, FRANCESCO
BARCHI, FRANCESCO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
A Method for Accelerated Simulations of Reinforcement Learning Tasks of UAVs in AirSim
2022 Alberto Musa, Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
An Efficient MPI Implementation for Multi-Core Neuromorphic Platforms
2017 BARCHI, FRANCESCO; URGESE, GIANVITO; MACII, Enrico; ACQUAVIVA, ANDREA
Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance
2022 Zanatta L.; Barchi F.; Bartolini A.; Acquaviva A.
Benchmarking a many-core neuromorphic platform with an MPI-based DNA sequence matching algorithm
2019 Urgese Gianvito; Barchi Francesco; Parisi Emanuele; Forno Evelina; Acquaviva Andrea; Macii Enrico
Code Mapping in Heterogeneous Platforms Using Deep Learning and LLVM-IR
2019 Francesco Barchi; Gianvito Urgese; Enrico Macii; Andrea Acquaviva
Damage detection in structural health monitoring with spiking neural networks
2021 Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A.
Data and Commands Communication Protocol for Neuromorphic Platform Configuration
2016 SIINO, ALESSANDRO; BARCHI, FRANCESCO; Davies, Sergio; URGESE, GIANVITO; ACQUAVIVA, ANDREA
Directed Graph Placement for SNN simulation into a multi-core GALS architecture
2018 Francesco Barchi; Gianvito Urgese; Andrea Acquaviva; Enrico Macii
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
Enhancing workplace safety: A flexible approach for personal protective equipment monitoring
2024 Alessia Pisu; Nicola Elia; Livio Pompianu; Francesco Barchi; Andrea Acquaviva; Salvatore Carta
Exploration of Convolutional Neural Network models for source code classification
2021 Barchi F.; Parisi E.; Urgese G.; Ficarra E.; Acquaviva A.
Flexible on-line reconfiguration of multi-core neuromorphic platforms
2019 Barchi, Francesco; Urgese, Gianvito; Siino, Alessandro; Di Cataldo, Santa; Macii, Enrico; Acquaviva, Andrea
M100 ExaData: a data collection campaign on the CINECA's Marconi100 Tier-0 supercomputer
2023 Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Ardebili, Mohsen Seyedkazemi; Mauri, Alessio; Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; Benini, Luca; Beneventi, Francesco; Bartolini, Andrea
Making the Most of Scarce Input Data in Deep Learning-based Source Code Classification for Heterogeneous Device Mapping
2021 Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
Mapping Spiking Neural Networks on Multi-core Neuromorphic Platforms: Problem Formulation and Performance Analysis
2019 Bombieri N. Pravadelli G. Fujita M. Austin T. Reis R.; Francesco Barchi; Gianvito Urgese; Enrico Macii; Andrea Acquaviva
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers
2022 Bartolini A.; Ficarelli F.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L.
Optimizing Network Traffic for Spiking Neural Network Simulations on Densely Interconnected Many-Core Neuromorphic Platforms
2016 URGESE, GIANVITO; BARCHI, FRANCESCO; MACII, Enrico; ACQUAVIVA, ANDREA
Poster: Meet Monte Cimone: Exploring RISC-V High Performance Compute Clusters
2022 Ficarelli F.; Bartolini A.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L.
RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project
2023 Fornaciari, William; Reghenzani, Federico; Agosta, Giovanni; Zoni, Davide; Galimberti, Andrea; Conti, Francesco; Tortorella, Yvan; Parisi, Emanuele; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea; Gregori, Daniele; Cognetta, Salvatore; Ciancarelli, Carlo; Leboffe, Antonio; Serri, Paolo; Burrello, Alessio; Pagliari, Daniele Jahier; Urgese, Gianvito; Martina, Maurizio; Masera, Guido; Di Carlo, Rosario; Sciarappa, Antonio
RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor
2023 Barchi F.; Pasini G.; Parisi E.; Tagliavini G.; Bartolini A.; Acquaviva A.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A Method for Accelerated Simulations of Reinforcement Learning Tasks of UAVs in AirSim | Alberto Musa, Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva | 2022-01-01 | - | Frank Herrmann | 4.01 Contributo in Atti di convegno | - |
| An Efficient MPI Implementation for Multi-Core Neuromorphic Platforms | BARCHI, FRANCESCO; URGESE, GIANVITO; MACII, Enrico; ACQUAVIVA, ANDREA | 2017-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance | Zanatta L.; Barchi F.; Bartolini A.; Acquaviva A. | 2022-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | - |
| Benchmarking a many-core neuromorphic platform with an MPI-based DNA sequence matching algorithm | Urgese Gianvito; Barchi Francesco; Parisi Emanuele; Forno Evelina; Acquaviva Andrea; Macii Enrico | 2019-01-01 | ELECTRONICS | - | 1.01 Articolo in rivista | electronics-08-01342.pdf |
| Code Mapping in Heterogeneous Platforms Using Deep Learning and LLVM-IR | Francesco Barchi; Gianvito Urgese; Enrico Macii; Andrea Acquaviva | 2019-01-01 | - | ACM | 4.01 Contributo in Atti di convegno | - |
| Damage detection in structural health monitoring with spiking neural networks | Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Data and Commands Communication Protocol for Neuromorphic Platform Configuration | SIINO, ALESSANDRO; BARCHI, FRANCESCO; Davies, Sergio; URGESE, GIANVITO; ACQUAVIVA, ANDREA | 2016-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Directed Graph Placement for SNN simulation into a multi-core GALS architecture | Francesco Barchi; Gianvito Urgese; Andrea Acquaviva; Enrico Macii | 2018-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| 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 |
| 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 |
| Exploration of Convolutional Neural Network models for source code classification | Barchi F.; Parisi E.; Urgese G.; Ficarra E.; Acquaviva A. | 2021-01-01 | ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Flexible on-line reconfiguration of multi-core neuromorphic platforms | Barchi, Francesco; Urgese, Gianvito; Siino, Alessandro; Di Cataldo, Santa; Macii, Enrico; Acquavi...va, Andrea | 2019-01-01 | IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING | - | 1.01 Articolo in rivista | - |
| M100 ExaData: a data collection campaign on the CINECA's Marconi100 Tier-0 supercomputer | Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Ardebili, Mohsen Seyedkazemi; Mauri, Alessio;... Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; Benini, Luca; Beneventi, Francesco; Bartolini, Andrea | 2023-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | versione_editoriale.pdf |
| Making the Most of Scarce Input Data in Deep Learning-based Source Code Classification for Heterogeneous Device Mapping | Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva | 2021-01-01 | IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | making the most post print.pdf |
| Mapping Spiking Neural Networks on Multi-core Neuromorphic Platforms: Problem Formulation and Performance Analysis | Bombieri N. Pravadelli G. Fujita M. Austin T. Reis R.; Francesco Barchi; Gianvito Urgese; Enrico ...Macii; Andrea Acquaviva | 2019-01-01 | - | Springer | 2.01 Capitolo / saggio in libro | - |
| Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers | Bartolini A.; Ficarelli F.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala... M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | monte cimone post print.pdf |
| Optimizing Network Traffic for Spiking Neural Network Simulations on Densely Interconnected Many-Core Neuromorphic Platforms | URGESE, GIANVITO; BARCHI, FRANCESCO; MACII, Enrico; ACQUAVIVA, ANDREA | 2016-01-01 | IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING | - | 1.01 Articolo in rivista | - |
| Poster: Meet Monte Cimone: Exploring RISC-V High Performance Compute Clusters | Ficarelli F.; Bartolini A.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala... M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L. | 2022-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | - |
| RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project | Fornaciari, William; Reghenzani, Federico; Agosta, Giovanni; Zoni, Davide; Galimberti, Andrea; Co...nti, Francesco; Tortorella, Yvan; Parisi, Emanuele; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea; Gregori, Daniele; Cognetta, Salvatore; Ciancarelli, Carlo; Leboffe, Antonio; Serri, Paolo; Burrello, Alessio; Pagliari, Daniele Jahier; Urgese, Gianvito; Martina, Maurizio; Masera, Guido; Di Carlo, Rosario; Sciarappa, Antonio | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor | Barchi F.; Pasini G.; Parisi E.; Tagliavini G.; Bartolini A.; Acquaviva A. | 2023-01-01 | - | Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing | 4.01 Contributo in Atti di convegno | - |