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
2026 Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA
2026 Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Neuromorphic Human Activity Recognition through LIF-based neurons
2026 Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping
2026 Urgese, Gianvito; Fra, Vittorio; Pignata, Andrea; Fanuli, Giuseppe; Gomez, Walter Gallego; Pignari, Riccardo; Barocci, Michelangelo; Leto, Benedetto; Tilocca, Salvatore; Cassetta, Nicola; Montuschi, Paolo; Macii, Enrico
The Smart Inertial Device Data from Human Activities dataset
2026 Pignari, Riccardo; Leto, Bendetto; Quer, Stefano; Macii, Enrico; Urgese, Gianvito; Fra, Vittorio
A LIF-based Legendre Memory Unit as neuromorphic State Space Model benchmarked on a second-long spatio-temporal task
2025 Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio
Efficient Object Detection Through Proto-object Selection
2025 Caccavella, Caterina; Fra, Vittorio; Ziegler, Andreas; D'Angelo, Giulia; Sandamirskaya, Yulia
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
Positioning and tracking enhancement through a spiking Legendre memory unit
2025 Tilocca, Salvatore; Fra, Vittorio; Pignata, Andrea; 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
Variable-precision neuromorphic state space model for on-edge activity classification
2025 Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio
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
| 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). ( Brain-inspired computing workshop Modena 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. - 2546:(2026), pp. 111-127. ( ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop Vilnius (LT) September 9–13, 2024) [10.1007/978-3-032-25311-8]. | 1-gen-2026 | 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. - ELETTRONICO. - 2560:(2026), pp. 128-143. ( ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop Vilnius (Lituania) 09/09/2024 - 14/09/2024) [10.1007/978-3-032-25311-8_10]. | 1-gen-2026 | Barocci, MichelangeloFra, VittorioMacii, EnricoUrgese, Gianvito | ECML-PKDD_2024_Heterogeneous_SoC.pdf; Barocci_SubmittedVersion_ECML24_NMHW.pdf; Barocci_Heterogeneous_2026.pdf |
| Neuromorphic Human Activity Recognition through LIF-based neurons / Fra, V., Macii, E., Urgese, G.. - (2026), pp. 33-37. (Brain-inspired computing workshop Modena 8-9.06.2023) [10.3389/978-2-8325-1234-0]. | 1-gen-2026 | Fra VittorioMacii EnricoUrgese Gianvito | - |
| The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping / Urgese, Gianvito; Fra, Vittorio; Pignata, Andrea; Fanuli, Giuseppe; Gomez, Walter Gallego; Pignari, Riccardo; Barocci, Michelangelo; Leto, Benedetto; Tilocca, Salvatore; Cassetta, Nicola; Montuschi, Paolo; Macii, Enrico. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 13:9(2026), pp. 19286-19299. [10.1109/jiot.2026.3663902] | 1-gen-2026 | Urgese, GianvitoFra, VittorioPignata, AndreaFanuli, GiuseppeGomez, Walter GallegoPignari, RiccardoBarocci, MichelangeloLeto, BenedettoTilocca, SalvatoreCassetta, NicolaMontuschi, PaoloMacii, Enrico | The_inNuCE_Research_Infrastructure_and_the_Neuromorphic_MLOps_for_AIoT_Prototyping.pdf |
| The Smart Inertial Device Data from Human Activities dataset / Pignari, Riccardo; Leto, Bendetto; Quer, Stefano; Macii, Enrico; Urgese, Gianvito; Fra, Vittorio. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - ELETTRONICO. - (2026). [10.1038/s41597-026-06860-w] | 1-gen-2026 | Pignari, RiccardoQuer, StefanoMacii, EnricoUrgese, GianvitoFra, Vittorio + | s41597-026-06860-w_reference.pdf |
| A LIF-based Legendre Memory Unit as neuromorphic State Space Model benchmarked on a second-long spatio-temporal task / Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio. - (2025), pp. 1-9. ( IEEE Neuro-Inspired Computational Elements Conference, NICE 2025 Heidelberg (DE) 2025) [10.1109/nice65350.2025.11065250]. | 1-gen-2025 | Leto, BenedettoUrgese, GianvitoMacii, EnricoFra, Vittorio | A_LIF-based_Legendre_Memory_Unit_as_neuromorphic_State_Space_Model_benchmarked_on_a_second-long_spatio-temporal_task.pdf |
| Efficient Object Detection Through Proto-object Selection / Caccavella, C., Fra, V., Ziegler, A., D'Angelo, G., Sandamirskaya, Y.. - ELETTRONICO. - (2025), pp. 1-1. (Neuromorphic Computing for Development and Learning (NCDL) Workshop Prague (CZ) 16/09/2025) [10.5281/zenodo.15881671]. | 1-gen-2025 | Vittorio Fra + | IEEE_ICDL_2025 .pdf |
| 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, V., Pignata, A., Pignari, R., Macii, E., Urgese, G.. - ELETTRONICO. - 2137:(2025), pp. 51-60. (ECML PKDD 2023 - "Deep learning meets neuromorphic hardware" workshop Torino 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. - 13:3(2025), pp. 1272-1284. [10.1109/TETC.2025.3583224] | 1-gen-2025 | Evelina FornoRiccardo PignariVittorio FraEnrico MaciiGianvito Urgese | IEEE_TEVC_QA_MDKP.pdf; Path_Integral_Quantum_Annealing_Optimizations_Validated_on_0-1_Multidimensional_Knapsack_Problem.pdf |
| 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. - 59 (26):(2025), pp. 235-240. ( 7th IFAC Conference on Intelligent Control and Automation Sciences (ICONS 2025) Padua (ITA) September 15-18, 2025) [10.1016/j.ifacol.2025.12.040]. | 1-gen-2025 | Salvatore TiloccaVittorio FraAndrea PignataEnrico MaciiGianvito Urgese | 1-s2.0-S2405896325027168-main.pdf |
| Spiking motion direction through object motion sensitivity / Pignari, Riccardo; Fra, Vittorio; Urgese, Gianvito; Knight, James C.; D'Angelo, Giulia. - ELETTRONICO. - (2025), pp. 1-1. ( Neuromorphic Computing for Development and Learning (NCDL) Workshop Prague (CZ) 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, J., Van den Berghe, K., den Blanken, D., Bouhadjar, Y., Fabre, M., Hueber, P., Ke, W., Khoei, M.A., Kleyko, D., Pacik-Nelson, N., Pierro, A., Stratmann, P., Sun, P.V., Tang, G., Wang, S., Zhou, B., Ahmed, S.H., Vathakkattil Joseph, G., Leto, B., Micheli, A., et al.. - 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 |
| Variable-precision neuromorphic state space model for on-edge activity classification / Leto, B., Urgese, G., Macii, E., Fra, V.. - In: FUTURE GENERATION COMPUTER SYSTEMS. - ISSN 0167-739X. - ELETTRONICO. - 176:(2025), pp. 1-10. [10.1016/j.future.2025.108193] | 1-gen-2025 | Leto, BenedettoUrgese, GianvitoMacii, EnricoFra, Vittorio | compressed-1-s2.0-S0167739X2500487X-main.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 + | 1-s2.0-S2352711024004023-main.pdf |
| A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks / Pignata, Andrea; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2024). ( 18th IEEE International Conference Application of Information and Communication Technologies Turin (IT) 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. ( 33 rd International Conference on Artificial Neural Networks Lugano (CH) 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, J.E., Abreu, S., Jobst, M., Lenz, G., Fra, V., Bauer, F.C., Muir, D.R., Zhou, P., Vogginger, B., Heckel, K., Urgese, G., Shankar, S., Stewart, T.C., Sheik, S., Eshraghian, J.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, S.F., Quintana, F.M., Fra, V., Galindo, P.L., Perez-Peña, F., Urgese, G., Bartolozzi, C.. - 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 |