Archivio Istituzionale della RicercaFRA, VITTORIO
FRA, VITTORIO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
046359
Constraint Satisfaction Problems solution through Spiking Neural Networks with improved reliability: the case of Sudoku puzzles
In corso di stampa Pignari, Riccardo; Fra, Vittorio; Forno, Evelina; Macii, Enrico; Urgese, Gianvito
Exploring Spiking Neuron Model behaviours through the Analysis of Parameter Space
In corso di stampa Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA
In corso di stampa Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Neuromorphic Human Activity Recognition through LIF-based neurons
In corso di stampa Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Positioning and tracking enhancement through a spiking Legendre memory unit
In corso di stampa Tilocca, Salvatore; Fra, Vittorio; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles
2025 Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Neu-BrAuER: a neuromorphic Braille letters audio-reader for commercial edge devices
2025 Fra, Vittorio; Pignata, Andrea; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito
Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem
2025 Forno, Evelina; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Spiking motion direction through object motion sensitivity
2025 Pignari, Riccardo; Fra, Vittorio; Urgese, Gianvito; Knight, James C.; D'Angelo, Giulia
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
2025 Yik, Jason; Van den Berghe, Korneel; den Blanken, Douwe; Bouhadjar, Younes; Fabre, Maxime; Hueber, Paul; Ke, Weijie; Khoei, Mina A.; Kleyko, Denis; Pacik-Nelson, Noah; Pierro, Alessandro; Stratmann, Philipp; Sun, Pao-Sheng Vincent; Tang, Guangzhi; Wang, Shenqi; Zhou, Biyan; Ahmed, Soikat Hasan; Vathakkattil Joseph, George; Leto, Benedetto; Micheli, Aurora; Mishra, Anurag Kumar; Lenz, Gregor; Sun, Tao; Ahmed, Zergham; Akl, Mahmoud; Anderson, Brian; Andreou, Andreas G.; Bartolozzi, Chiara; Basu, Arindam; Bogdan, Petrut; Bohte, Sander; Buckley, Sonia; Cauwenberghs, Gert; Chicca, Elisabetta; Corradi, Federico; de Croon, Guido; Danielescu, Andreea; Daram, Anurag; Davies, Mike; Demirag, Yigit; Eshraghian, Jason; Fischer, Tobias; Forest, Jeremy; Fra, Vittorio; Furber, Steve; Furlong, P. Michael; Gilpin, William; Gilra, Aditya; Gonzalez, Hector A.; Indiveri, Giacomo; Joshi, Siddharth; Karia, Vedant; Khacef, Lyes; Knight, James C.; Kriener, Laura; Kubendran, Rajkumar; Kudithipudi, Dhireesha; Liu, Shih-Chii; Liu, Yao-Hong; Ma, Haoyuan; Manohar, Rajit; Margarit-Taulé, Josep Maria; Mayr, Christian; Michmizos, Konstantinos; Muir, Dylan R.; Neftci, Emre; Nowotny, Thomas; Ottati, Fabrizio; Ozcelikkale, Ayca; Panda, Priyadarshini; Park, Jongkil; Payvand, Melika; Pehle, Christian; Petrovici, Mihai A.; Posch, Christoph; Renner, Alpha; Sandamirskaya, Yulia; Schaefer, Clemens J. S.; van Schaik, André; Schemmel, Johannes; Schmidgall, Samuel; Schuman, Catherine; Seo, Jae-sun; Sheik, Sadique; Shrestha, Sumit Bam; Sifalakis, Manolis; Sironi, Amos; Stewart, Kenneth; Stewart, Matthew; Stewart, Terrence C.; Timcheck, Jonathan; Tömen, Nergis; Urgese, Gianvito; Verhelst, Marian; Vineyard, Craig M.; Vogginger, Bernhard; Yousefzadeh, Amirreza; Zohora, Fatima Tuz; Frenkel, Charlotte; Reddi, Vijay Janapa
WiN-GUI Version 2: A graphical tool for neuron-based encoding
2025 Fra, Vittorio; Müller-Cleve, Simon F.; Urgese, Gianvito; Bartolozzi, Chiara
A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks
2024 Pignata, Andrea; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Natively Neuromorphic LMU Architecture for Encoding-Free SNN-Based HAR on Commercial Edge Devices
2024 Fra, Vittorio; Leto, Benedetto; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
2024 Pedersen, Jens E.; Abreu, Steven; Jobst, Matthias; Lenz, Gregor; Fra, Vittorio; Bauer, Felix Christian; Muir, Dylan Richard; Zhou, Peng; Vogginger, Bernhard; Heckel, Kade; Urgese, Gianvito; Shankar, Sadasivan; Stewart, Terrence C.; Sheik, Sadique; Eshraghian, Jason K.
WiN-GUI: A graphical tool for neuron-based encoding
2024 Müller-Cleve, Simon F.; Quintana, Fernando M.; Fra, Vittorio; Galindo, Pedro L.; Perez-Peña, Fernando; Urgese, Gianvito; Bartolozzi, Chiara
Constraint Satisfaction Problems solution through Spiking Neural Networks with improved reliability: the case of Sudoku puzzles
2023 Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
First steps towards micro-benchmarking the Lava-Loihi neuromorphic ecosystem
2023 Gallego Gomez, Walter; Pignata, Andrea; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Review of open neuromorphic architectures and a first integration in the RISC-V PULP platform
2023 Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware
2022 Müller-Cleve, Simon F; Fra, Vittorio; Khacef, Lyes; Pequeño-Zurro, Alejandro; Klepatsch, Daniel; Forno, Evelina; Ivanovich, Diego G; Rastogi, Shavika; Urgese, Gianvito; Zenke, Friedemann; Bartolozzi, Chiara
Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications
2022 Fra, Vittorio; Forno, Evelina; Pignari, Riccardo; Stewart, Terrence; Macii, Enrico; Urgese, Gianvito
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Constraint Satisfaction Problems solution through Spiking Neural Networks with improved reliability: the case of Sudoku puzzles / Pignari, Riccardo; Fra, Vittorio; Forno, Evelina; Macii, Enrico; Urgese, Gianvito. - (In corso di stampa). (Intervento presentato al convegno Brain-inspired computing workshop tenutosi a Modena nel 8-9.06.2023). | In corso di stampa | Pignari RiccardoFra VittorioForno EvelinaMacii EnricoUrgese Gianvito | - |
| Exploring Spiking Neuron Model behaviours through the Analysis of Parameter Space / Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (In corso di stampa). (Intervento presentato al convegno ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop tenutosi a Vilnius nel 09/09/2024 - 14/09/2024). | In corso di stampa | Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese | ECML_PKDD_2024_Neuron_maps.pdf |
| Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA / Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - (In corso di stampa). (Intervento presentato al convegno ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop tenutosi a Vilnius (Lituania) nel 09/09/2024 - 14/09/2024). | In corso di stampa | Barocci,MichelangeloFra,VittorioMacii,EnricoUrgese,Gianvito | ECML-PKDD_2024_Heterogeneous_SoC.pdf; Barocci_SubmittedVersion_ECML24_NMHW.pdf |
| Neuromorphic Human Activity Recognition through LIF-based neurons / Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - (In corso di stampa). (Intervento presentato al convegno Brain-inspired computing workshop tenutosi a Modena nel 8-9.06.2023). | In corso di stampa | Fra VittorioMacii EnricoUrgese Gianvito | - |
| Positioning and tracking enhancement through a spiking Legendre memory unit / Tilocca, Salvatore; Fra, Vittorio; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito. - In: IFAC PAPERSONLINE. - ISSN 2405-8971. - ELETTRONICO. - IFAC-PapersOnline:(In corso di stampa). (Intervento presentato al convegno 7th IFAC Conference on Intelligent Control and Automation Sciences (ICONS 2025) tenutosi a Padova nel 15-18 September 2025). | In corso di stampa | Salvatore TiloccaVittorio FraAndrea PignataEnrico MaciiGianvito Urgese | - |
| Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles / Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - ELETTRONICO. - 6:8(2025), pp. 2061-2072. [10.1109/TAI.2025.3536428] | 1-gen-2025 | Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese | IEEE_TAI_SNN_CSOP.pdf; Efficient_Solution_Validation_of_Constraint_Satisfaction_Problems_on_Neuromorphic_Hardware_The_Case_of_Sudoku_Puzzles.pdf |
| Neu-BrAuER: a neuromorphic Braille letters audio-reader for commercial edge devices / Fra, Vittorio; Pignata, Andrea; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - 2137:(2025), pp. 51-60. (Intervento presentato al convegno ECML PKDD 2023 - "Deep learning meets neuromorphic hardware" workshop tenutosi a Torino nel 18-22.09.2023) [10.1007/978-3-031-74643-7_5]. | 1-gen-2025 | Fra VittorioPignata AndreaPignari RiccardoMacii EnricoUrgese Gianvito | 629695_1_En_5_Chapter.pdf |
| Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem / Forno, Evelina; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - (2025). [10.1109/TETC.2025.3583224] | 1-gen-2025 | Evelina FornoRiccardo PignariVittorio FraEnrico MaciiGianvito Urgese | IEEE_TEVC_QA_MDKP.pdf |
| Spiking motion direction through object motion sensitivity / Pignari, Riccardo; Fra, Vittorio; Urgese, Gianvito; Knight, James C.; D'Angelo, Giulia. - ELETTRONICO. - (2025). (Intervento presentato al convegno 2025 IEEE International Conference on Development and Learning (ICDL) Prague tenutosi a Prague (CZ) nel 16/09/2025) [10.5281/zenodo.15831646]. | 1-gen-2025 | Riccardo PignariVittorio FraGianvito Urgese + | IEEE_ICDL_2025.pdf |
| The neurobench framework for benchmarking neuromorphic computing algorithms and systems / Yik, Jason; Van den Berghe, Korneel; den Blanken, Douwe; Bouhadjar, Younes; Fabre, Maxime; Hueber, Paul; Ke, Weijie; Khoei, Mina A.; Kleyko, Denis; Pacik-Nelson, Noah; Pierro, Alessandro; Stratmann, Philipp; Sun, Pao-Sheng Vincent; Tang, Guangzhi; Wang, Shenqi; Zhou, Biyan; Ahmed, Soikat Hasan; Vathakkattil Joseph, George; Leto, Benedetto; Micheli, Aurora; Mishra, Anurag Kumar; Lenz, Gregor; Sun, Tao; Ahmed, Zergham; Akl, Mahmoud; Anderson, Brian; Andreou, Andreas G.; Bartolozzi, Chiara; Basu, Arindam; Bogdan, Petrut; Bohte, Sander; Buckley, Sonia; Cauwenberghs, Gert; Chicca, Elisabetta; Corradi, Federico; de Croon, Guido; Danielescu, Andreea; Daram, Anurag; Davies, Mike; Demirag, Yigit; Eshraghian, Jason; Fischer, Tobias; Forest, Jeremy; Fra, Vittorio; Furber, Steve; Furlong, P. Michael; Gilpin, William; Gilra, Aditya; Gonzalez, Hector A.; Indiveri, Giacomo; Joshi, Siddharth; Karia, Vedant; Khacef, Lyes; Knight, James C.; Kriener, Laura; Kubendran, Rajkumar; Kudithipudi, Dhireesha; Liu, Shih-Chii; Liu, Yao-Hong; Ma, Haoyuan; Manohar, Rajit; Margarit-Taulé, Josep Maria; Mayr, Christian; Michmizos, Konstantinos; Muir, Dylan R.; Neftci, Emre; Nowotny, Thomas; Ottati, Fabrizio; Ozcelikkale, Ayca; Panda, Priyadarshini; Park, Jongkil; Payvand, Melika; Pehle, Christian; Petrovici, Mihai A.; Posch, Christoph; Renner, Alpha; Sandamirskaya, Yulia; Schaefer, Clemens J. S.; van Schaik, André; Schemmel, Johannes; Schmidgall, Samuel; Schuman, Catherine; Seo, Jae-sun; Sheik, Sadique; Shrestha, Sumit Bam; Sifalakis, Manolis; Sironi, Amos; Stewart, Kenneth; Stewart, Matthew; Stewart, Terrence C.; Timcheck, Jonathan; Tömen, Nergis; Urgese, Gianvito; Verhelst, Marian; Vineyard, Craig M.; Vogginger, Bernhard; Yousefzadeh, Amirreza; Zohora, Fatima Tuz; Frenkel, Charlotte; Reddi, Vijay Janapa. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - ELETTRONICO. - 16:1(2025), pp. 1-24. [10.1038/s41467-025-56739-4] | 1-gen-2025 | Leto, BenedettoFra, VittorioUrgese, Gianvito + | s41467-025-56739-4.pdf |
| WiN-GUI Version 2: A graphical tool for neuron-based encoding / Fra, Vittorio; Müller-Cleve, Simon F.; Urgese, Gianvito; Bartolozzi, Chiara. - In: SOFTWAREX. - ISSN 2352-7110. - STAMPA. - 29:(2025), pp. 1-5. [10.1016/j.softx.2024.102031] | 1-gen-2025 | Fra, VittorioUrgese, Gianvito + | - |
| A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks / Pignata, Andrea; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2024). (Intervento presentato al convegno 18th IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (IT) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740423]. | 1-gen-2024 | Pignata,AndreaFra, VittorioMacii, EnricoUrgese, Gianvito | A_Time-synchronized_Framework_for_Bluetooth_Low_Energy_Wireless_Sensor_Networks.pdf |
| Natively Neuromorphic LMU Architecture for Encoding-Free SNN-Based HAR on Commercial Edge Devices / Fra, Vittorio; Leto, Benedetto; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - 15025:(2024), pp. 377-391. (Intervento presentato al convegno 33 rd International Conference on Artificial Neural Networks tenutosi a Lugano (CH) nel September 17–20, 2024) [10.1007/978-3-031-72359-9_28]. | 1-gen-2024 | Fra, VittorioLeto, BenedettoPignata, AndreaMacii, EnricoUrgese, Gianvito | 978-3-031-72359-9_28.pdf |
| Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing / Pedersen, Jens E.; Abreu, Steven; Jobst, Matthias; Lenz, Gregor; Fra, Vittorio; Bauer, Felix Christian; Muir, Dylan Richard; Zhou, Peng; Vogginger, Bernhard; Heckel, Kade; Urgese, Gianvito; Shankar, Sadasivan; Stewart, Terrence C.; Sheik, Sadique; Eshraghian, Jason K.. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - ELETTRONICO. - 15:(2024), pp. 1-15. [10.1038/s41467-024-52259-9] | 1-gen-2024 | Fra, VittorioUrgese, Gianvito + | s41467-024-52259-9.pdf |
| WiN-GUI: A graphical tool for neuron-based encoding / Müller-Cleve, Simon F.; Quintana, Fernando M.; Fra, Vittorio; Galindo, Pedro L.; Perez-Peña, Fernando; Urgese, Gianvito; Bartolozzi, Chiara. - In: SOFTWAREX. - ISSN 2352-7110. - STAMPA. - 27:(2024), pp. 1-6. [10.1016/j.softx.2024.101759] | 1-gen-2024 | Fra, VittorioUrgese, Gianvito + | PIIS2352711024001304.pdf |
| Constraint Satisfaction Problems solution through Spiking Neural Networks with improved reliability: the case of Sudoku puzzles / Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2023). (Intervento presentato al convegno 9th SmartData@PoliTO Workshop – SmartData@PoliTO meets AI-H@PoliTO tenutosi a Loano (IT) nel 24/09/2023-26/09/2023). | 1-gen-2023 | Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese | rpignariAbstractCSP.pdf; rpignariPosterCSP.pdf |
| First steps towards micro-benchmarking the Lava-Loihi neuromorphic ecosystem / Gallego Gomez, Walter; Pignata, Andrea; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2023), pp. 462-469. (Intervento presentato al convegno 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2023) tenutosi a Singapore nel December 18-21, 2023) [10.1109/MCSoC60832.2023.00075]. | 1-gen-2023 | Gallego Gomez, WalterPignata, AndreaPignari, RiccardoFra, VittorioMacii, EnricoUrgese, Gianvito | First_steps_towards_micro-benchmarking_the_Lava-Loihi_neuromorphic_ecosystem_final.pdf; First_steps_towards_micro-benchmarking_the_Lava-Loihi_neuromorphic_ecosystem.pdf |
| Review of open neuromorphic architectures and a first integration in the RISC-V PULP platform / Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2023), pp. 470-477. (Intervento presentato al convegno 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2023) tenutosi a Singapore nel December 18-21, 2023) [10.1109/MCSoC60832.2023.00076]. | 1-gen-2023 | Barocci, MichelangeloFra, VittorioMacii, EnricoUrgese, Gianvito | Review of open neuromorphic architectures and a first integration in the RISC-V PULP platform.pdf; Review_of_open_neuromorphic_architectures_and_a_first_integration_in_the_RISC-V_PULP_platform.pdf |
| Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware / Müller-Cleve, Simon F; Fra, Vittorio; Khacef, Lyes; Pequeño-Zurro, Alejandro; Klepatsch, Daniel; Forno, Evelina; Ivanovich, Diego G; Rastogi, Shavika; Urgese, Gianvito; Zenke, Friedemann; Bartolozzi, Chiara. - In: FRONTIERS IN NEUROSCIENCE. - ISSN 1662-453X. - ELETTRONICO. - 16:(2022), pp. 1-21. [10.3389/fnins.2022.951164] | 1-gen-2022 | Fra, VittorioForno, EvelinaUrgese, Gianvito + | fnins-16-951164.pdf |
| Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications / Fra, Vittorio; Forno, Evelina; Pignari, Riccardo; Stewart, Terrence; Macii, Enrico; Urgese, Gianvito. - In: NEUROMORPHIC COMPUTING AND ENGINEERING. - ISSN 2634-4386. - ELETTRONICO. - 2:1(2022), pp. 1-14. [10.1088/2634-4386/ac4c38] | 1-gen-2022 | Fra, VittorioForno, EvelinaPignari, RiccardoMacii, EnricoUrgese, Gianvito + | Neuromorphic_HAR_Polito.pdf; Fra_2022_Neuromorph._Comput._Eng._2_014006.pdf |