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
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
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
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
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
Smart Traffic Light Control on Edge in IOT-Regulated Intersections
2022 Forno, Evelina; Fra, Vittorio; Arisoy, Mert Dogan; Zhou, Chenghan; Ferraris, Andrea Sergio; Macii, Enrico; Urgese, Gianvito
Spike encoding techniques for IoT time-varying signals benchmarked on a neuromorphic classification task
2022 Forno, Evelina; Fra, Vittorio; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito
Resistive switching devices with improved control of oxygen vacancies dynamics
2021 Fra, Vittorio
Hydrothermally grown ZnO nanowire array as an oxygen vacancies reservoir for improved resistive switching
2020 Fra, V.; Beccaria, M.; Milano, G.; Guastella, S.; Bianco, S.; Porro, S.; Laurenti, M.; Stassi, S.; Ricciardi, C.
Investigation on the Stabilizing Effect of Titanium in HfO2-Based Resistive Switching Devices With Tungsten Electrode
2020 Fra, Vittorio; Shahrabi, Elmira; Leblebici, Yusuf; Ricciardi, Carlo
| 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 |
| 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 | - |
| 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. - (2025). [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 |
| 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 + | - |
| 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 |
| 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 |
| Smart Traffic Light Control on Edge in IOT-Regulated Intersections / Forno, Evelina; Fra, Vittorio; Arisoy, Mert Dogan; Zhou, Chenghan; Ferraris, Andrea Sergio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2022), pp. 23-28. (Intervento presentato al convegno IASTEM 1334th International Conference on Recent Advances in Engineering and Technology tenutosi a Los Angeles (USA) nel 18th - 19th July 2022). | 1-gen-2022 | Forno, EvelinaFra, VittorioMacii, EnricoUrgese, Gianvito + | 5085-166236301623-28.pdf |
| Spike encoding techniques for IoT time-varying signals benchmarked on a neuromorphic classification task / Forno, Evelina; Fra, Vittorio; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito. - In: FRONTIERS IN NEUROSCIENCE. - ISSN 1662-453X. - 16:(2022), pp. 1-20. [10.3389/fnins.2022.999029] | 1-gen-2022 | Forno, EvelinaFra, VittorioPignari, RiccardoMacii, EnricoUrgese, Gianvito | fnins-16-999029.pdf |
| Resistive switching devices with improved control of oxygen vacancies dynamics / Fra, Vittorio. - (2021 Apr 22), pp. 1-141. | 22-apr-2021 | FRA, VITTORIO | conv_tesi_fra_vittorio.pdf; Sintesi_Tesi_FRA.pdf |
| Hydrothermally grown ZnO nanowire array as an oxygen vacancies reservoir for improved resistive switching / Fra, V.; Beccaria, M.; Milano, G.; Guastella, S.; Bianco, S.; Porro, S.; Laurenti, M.; Stassi, S.; Ricciardi, C.. - In: NANOTECHNOLOGY. - ISSN 1361-6528. - 31:37(2020), p. 374001. [10.1088/1361-6528/ab9920] | 1-gen-2020 | Fra V.Milano G.Guastella S.Bianco S.Porro S.Laurenti M.Stassi S.Ricciardi C. + | 49-Hydrothermally grown ZnO nanowire array as an oxygen vacancies reservoir for improved resistive switching.pdf |
| Investigation on the Stabilizing Effect of Titanium in HfO2-Based Resistive Switching Devices With Tungsten Electrode / Fra, Vittorio; Shahrabi, Elmira; Leblebici, Yusuf; Ricciardi, Carlo. - In: FRONTIERS IN NANOTECHNOLOGY. - ISSN 2673-3013. - ELETTRONICO. - 2:(2020). [10.3389/fnano.2020.592684] | 1-gen-2020 | Vittorio FraCarlo Ricciardi + | 2020_Vittorio ReRAM_Front_Nano.pdf |