Archivio Istituzionale della RicercaFRA, VITTORIO
FRA, VITTORIO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
046359
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
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles
2025 Pignari, Riccardo; Fra, Vittorio; 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
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
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
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
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
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
P3HT Processing Study for In-Liquid EGOFET Biosensors: Effects of the Solvent and the Surface
2019 Parmeggiani, Matteo; Verna, Alessio; Ballesio, Alberto; Cocuzza, Matteo; Piatti, Erik; Fra, Vittorio; Pirri, Candido Fabrizio; Marasso, Simone Luigi
Resistive Switching in Sub-micrometric ZnO polycrystalline Films
2019 Conti, Daniele; Laurenti, Marco; Porro, Samuele; Giovinazzo, Cecilia; Bianco, Stefano; Fra, Vittorio; Chiolerio, Alessandro; Pirri, Candido Fabrizio; Milano, Gianluca; Ricciardi, Carlo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping / Urgese, G., Fra, V., Pignata, A., Fanuli, G., Gomez, W.G., Pignari, R., Barocci, M., Leto, B., Tilocca, S., Cassetta, N., Montuschi, P., Macii, E.. - 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, R., Leto, B., Quer, S., Macii, E., Urgese, G., Fra, V.. - 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 |
| Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles / Pignari, R., Fra, V., Macii, E., Urgese, G.. - 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 |
| Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem / Forno, E., Pignari, R., Fra, V., Macii, E., Urgese, G.. - 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 |
| 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, V., Müller-Cleve, S.F., Urgese, G., Bartolozzi, C.. - 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 |
| 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 |
| Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware / Müller-Cleve, S.F., Fra, V., Khacef, L., Pequeño-Zurro, A., Klepatsch, D., Forno, E., Ivanovich, D.G., Rastogi, S., Urgese, G., Zenke, F., Bartolozzi, C.. - 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, V., Forno, E., Pignari, R., Stewart, T., Macii, E., Urgese, G.. - 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 |
| Spike encoding techniques for IoT time-varying signals benchmarked on a neuromorphic classification task / Forno, E., Fra, V., Pignari, R., Macii, E., Urgese, G.. - 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 |
| 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, V., Shahrabi, E., Leblebici, Y., Ricciardi, C.. - 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 |
| P3HT Processing Study for In-Liquid EGOFET Biosensors: Effects of the Solvent and the Surface / Parmeggiani, M., Verna, A., Ballesio, A., Cocuzza, M., Piatti, E., Fra, V., Pirri, C.F., Marasso, S.L.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 19:20(2019), p. 4497. [10.3390/s19204497] | 1-gen-2019 | Parmeggiani, MatteoVerna, AlessioBallesio, AlbertoCocuzza, MatteoPiatti, ErikFra, VittorioPirri, Candido FabrizioMarasso, Simone Luigi | sensors-19-04497 (1).pdf |
| Resistive Switching in Sub-micrometric ZnO polycrystalline Films / Conti, D., Laurenti, M., Porro, S., Giovinazzo, C., Bianco, S., Fra, V., Chiolerio, A., Pirri, C.F., Milano, G., Ricciardi, C.. - In: NANOTECHNOLOGY. - ISSN 0957-4484. - ELETTRONICO. - 30:6(2019). [10.1088/1361-6528/aaf261] | 1-gen-2019 | Conti, DanieleLaurenti, MarcoPorro, SamueleGIOVINAZZO, CECILIABianco, StefanoFRA, VITTORIOChiolerio, AlessandroPirri, Candido FabrizioMilano, GianlucaRicciardi, Carlo | 2019_daniele_Nano-iop.pdf |