Archivio Istituzionale della RicercaURGESE, GIANVITO
URGESE, GIANVITO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
018489
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
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
An Ensemble Method for Calling and Ranking Somatic Structural Variants Using Long and Short Reads
2025 GALLEGO GOMEZ, Walter; Grassi, Elena; Bertotti, Andrea; 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
Heterogeneity and evolution of DNA mutation rates in microsatellite stable colorectal cancer
2025 Grassi, Elena; Vurchio, Valentina; Cresswell, George D.; Catalano, Irene; Lupo, Barbara; Sassi, Francesco; Galimi, Francesco; Borgato, Sofia; Ferri, Martina; Viviani, Marco; Pompei, Simone; Urgese, Gianvito; Chen, Bingjie; Zanella, Eugenia R.; Cottino, Francesca; Russo, Mariangela; Mauri, Gianluca; Pietrantonio, Filippo; Zampino, Maria Giulia; Lazzari, Luca; Marsoni, Silvia; Bardelli, Alberto; Lagomarsino, Marco Cosentino; Sottoriva, Andrea; Trusolino, Livio; Bertotti, Andrea
Neu-BrAuER: a neuromorphic Braille letters audio-reader for commercial edge devices
2025 Fra, Vittorio; Pignata, Andrea; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito
ON-OFF neuromorphic ISING machines using Fowler-Nordheim annealers
2025 Xiao, Zhili; Akl, Mahmoud; Leugring, Johannes; Olajide, Omowuyi; Malik, Adil; Dennler, Nik; Harper, Chad; Bose, Subhankar; Gonzalez, Hector A.; Samaali, Mohamed; Liu, Gengting; Eshraghian, Jason; Pignari, Riccardo; Urgese, Gianvito; Andreou, Andreas G.; Shankar, Sadasivan; Mayr, Christian; Cauwenberghs, Gert; Chakrabartty, Shantanu
Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem
2025 Forno, Evelina; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Personalized Mental State Evaluation in Human-Robot Interaction using Federated Learning
2025 Bussolan, Andrea; Avram, Oliver; Pignata, Andrea; Urgese, Gianvito; Baraldo, Stefano; Valente, Anna
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.
| 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 | - |
| 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. (Intervento presentato al convegno IEEE Neuro-Inspired Computational Elements Conference, NICE 2025 tenutosi a Heidelberg (DE) nel 2025) [10.1109/nice65350.2025.11065250]. | 1-gen-2025 | Leto, BenedettoUrgese, GianvitoMacii, EnricoFra, Vittorio | - |
| An Ensemble Method for Calling and Ranking Somatic Structural Variants Using Long and Short Reads / GALLEGO GOMEZ, Walter; Grassi, Elena; Bertotti, Andrea; Urgese, Gianvito. - ELETTRONICO. - (2025), pp. 62-69. (Intervento presentato al convegno The 11th International Conference on Bioinformatics Research and Applications (ICBRA 2024) tenutosi a Milan (ITA) nel September 13-15, 2024) [10.1145/3700666.3700694]. | 1-gen-2025 | Walter Gallego GomezGianvito Urgese + | 3700666.3700694.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 |
| Heterogeneity and evolution of DNA mutation rates in microsatellite stable colorectal cancer / Grassi, Elena; Vurchio, Valentina; Cresswell, George D.; Catalano, Irene; Lupo, Barbara; Sassi, Francesco; Galimi, Francesco; Borgato, Sofia; Ferri, Martina; Viviani, Marco; Pompei, Simone; Urgese, Gianvito; Chen, Bingjie; Zanella, Eugenia R.; Cottino, Francesca; Russo, Mariangela; Mauri, Gianluca; Pietrantonio, Filippo; Zampino, Maria Giulia; Lazzari, Luca; Marsoni, Silvia; Bardelli, Alberto; Lagomarsino, Marco Cosentino; Sottoriva, Andrea; Trusolino, Livio; Bertotti, Andrea. - In: SCIENCE TRANSLATIONAL MEDICINE. - ISSN 1946-6242. - ELETTRONICO. - 17:799(2025), p. 1641. [10.1126/scitranslmed.ado1641] | 1-gen-2025 | Urgese, Gianvito + | - |
| 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 |
| ON-OFF neuromorphic ISING machines using Fowler-Nordheim annealers / Xiao, Zhili; Akl, Mahmoud; Leugring, Johannes; Olajide, Omowuyi; Malik, Adil; Dennler, Nik; Harper, Chad; Bose, Subhankar; Gonzalez, Hector A.; Samaali, Mohamed; Liu, Gengting; Eshraghian, Jason; Pignari, Riccardo; Urgese, Gianvito; Andreou, Andreas G.; Shankar, Sadasivan; Mayr, Christian; Cauwenberghs, Gert; Chakrabartty, Shantanu. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - ELETTRONICO. - 16:(2025), pp. 1-13. [10.1038/s41467-025-58231-5] | 1-gen-2025 | Riccardo PignariGianvito Urgese + | s41467-025-58231-5.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 |
| Personalized Mental State Evaluation in Human-Robot Interaction using Federated Learning / Bussolan, Andrea; Avram, Oliver; Pignata, Andrea; Urgese, Gianvito; Baraldo, Stefano; Valente, Anna. - In: INTERNATIONAL ICE CONFERENCE ON ENGINEERING, TECHNOLOGY AND INNOVATION. - ISSN 2693-8855. - (2025). (Intervento presentato al convegno IEEE International Conference on Engineering, Technology and Innovation tenutosi a Valencia (ES) nel 16th - 19th June 2025) [10.1109/ICE/ITMC65658.2025.11106641]. | 1-gen-2025 | Pignata, AndreaUrgese, Gianvito + | Personalized_Mental_State_Evaluation_in_Human-Robot_Interaction_using_Federated_Learning.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. (Intervento presentato al convegno Neuromorphic Computing for Development and Learning (NCDL) Workshop 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 |
| Variable-precision neuromorphic state space model for on-edge activity classification / Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio. - 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 | - |
| 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 |