Fixed-term assistant professor
Interuniversity Department of Regional and Urban Studies and Planning (DIST)
- Member of Interdepartmental Center PIC4SeR - PoliTO Interdepartmental Centre for Service Robotics
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Research topics
- AI and neuromorphic computing solutions for industrial and IoT applications
Skills
ERC sectors
SDG
Other titles
- Abilitazione all'esercizio della professione di Ingegnere dell'Informazione - Sezione A (2018-)
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Gestionale e della Produzione. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
- Collegio di Pianificazione e Progettazione. Componente invitato
Teachings
PhD
- Optimized Execution of Neural Networks at the Edge and Neuromorphic Computing Systems. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Neuromorphic Computing and Engineering. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Neuromorphic Computing and Engineering. A.A. 2022/23, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
Master of Science
- Machine learning in applications. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Applied AI and machine learning. A.A. 2024/25, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso
- Applied AI and machine learning. A.A. 2023/24, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso
- Machine learning in applications. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Applied AI and machine learning. A.A. 2022/23, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso
- Applied AI and machine learning. A.A. 2021/22, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso
Bachelor of Science
- Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
- Fisica I. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Fisica I. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Fisica I. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Supervised PhD students
- Filippo Aisa. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (40th cycle, 2024-in progress)
Publications
Last years publications View all publications in Porto@Iris
- Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito (2025)
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles. In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. ISSN 2691-4581
Contributo su Rivista - Fra, Vittorio; Pignata, Andrea; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito (2025)
Neu-BrAuER: a neuromorphic Braille letters audio-reader for commercial edge devices. In: ECML PKDD 2023 - "Deep learning meets neuromorphic hardware" workshop, Torino, 18-22.09.2023, pp. 51-60. ISSN 1865-0937. ISBN: 978-3-031-74643-7
Contributo in Atti di Convegno (Proceeding) - Pedersen, Jens E.; Abreu, Steven; Jobst, Matthias; Lenz, Gregor; Fra, Vittorio; Bauer, ... (2024)
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing. In: NATURE COMMUNICATIONS, vol. 15, pp. 1-15. ISSN 2041-1723
Contributo su Rivista - Pignata, Andrea; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito (2024)
A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks. In: 18th IEEE International Conference Application of Information and Communication Technologies, Turin (IT), 25-27 September 2024. ISBN: 979-8-3503-8753-7
Contributo in Atti di Convegno (Proceeding) - Müller-Cleve, Simon F.; Quintana, Fernando M.; Fra, Vittorio; Galindo, Pedro L.; ... (2024)
WiN-GUI: A graphical tool for neuron-based encoding. In: SOFTWAREX, vol. 27, pp. 1-6. ISSN 2352-7110
Contributo su Rivista - Fra, Vittorio; Leto, Benedetto; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito (2024)
Natively Neuromorphic LMU Architecture for Encoding-Free SNN-Based HAR on Commercial Edge Devices. In: 33 rd International Conference on Artificial Neural Networks, Lugano (CH), September 17–20, 2024, pp. 377-391. ISSN 0302-9743. ISBN: 9783031723582
Contributo in Atti di Convegno (Proceeding) - Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito (2023)
Review of open neuromorphic architectures and a first integration in the RISC-V PULP platform. In: 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2023), Singapore, December 18-21, 2023, pp. 470-477. ISBN: 979-8-3503-9361-3
Contributo in Atti di Convegno (Proceeding) - Gallego Gomez, Walter; Pignata, Andrea; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; ... (2023)
First steps towards micro-benchmarking the Lava-Loihi neuromorphic ecosystem. In: 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2023), Singapore, December 18-21, 2023, pp. 462-469. ISBN: 979-8-3503-9361-3
Contributo in Atti di Convegno (Proceeding) - Müller-Cleve, Simon F; Fra, Vittorio; Khacef, Lyes; Pequeño-Zurro, Alejandro; Klepatsch, ... (2022)
Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware.
Altro - Müller-Cleve, Simon F; Fra, Vittorio; Khacef, Lyes; Pequeño-Zurro, Alejandro; Klepatsch, ... (2022)
Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware. In: FRONTIERS IN NEUROSCIENCE, vol. 16, pp. 1-21. ISSN 1662-453X
Contributo su Rivista - Forno, Evelina; Fra, Vittorio; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito (2022)
Spike encoding techniques for IoT time-varying signals benchmarked on a neuromorphic classification task. In: FRONTIERS IN NEUROSCIENCE, vol. 16, pp. 1-20. ISSN 1662-453X
Contributo su Rivista - Fra, Vittorio; Forno, Evelina; Pignari, Riccardo; Stewart, Terrence; Macii, Enrico; ... (2022)
Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications. In: NEUROMORPHIC COMPUTING AND ENGINEERING, vol. 2, pp. 1-14. ISSN 2634-4386
Contributo su Rivista - Forno, Evelina; Fra, Vittorio; Arisoy, Mert Dogan; Zhou, Chenghan; Ferraris, Andrea ... (2022)
Smart Traffic Light Control on Edge in IOT-Regulated Intersections. In: IASTEM 1334th International Conference on Recent Advances in Engineering and Technology, Los Angeles (USA), 18th - 19th July 2022, pp. 23-28
Contributo in Atti di Convegno (Proceeding)