Associate Professor (L. 240)
Interuniversity Department of Regional and Urban Studies and Planning (DIST)
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Teaching
Collegi of the PhD programmes
- INGEGNERIA INFORMATICA E DEI SISTEMI, 2023/2024 (39. ciclo)
Politecnico di TORINO
Collegi of the degree programmes
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
- Collegio di Pianificazione e Progettazione. Componente
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. Main teacher
- Neuromorphic Computing and Engineering. A.A. 2022/23, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Optimized execution of neural networks at the edge. A.A. 2021/22, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Computing Paradigms for Error-Tolerant Applications. A.A. 2020/21, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Computing Paradigms for Error-Tolerant Applications. A.A. 2019/20, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
Master of Science
- System-on-chip architecture. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning in applications. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer programming in Python. A.A. 2024/25, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Applied AI and machine learning. A.A. 2024/25, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Computer programming in Python. A.A. 2023/24, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Applied AI and machine learning. A.A. 2023/24, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- System-on-chip architecture. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning in applications. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- System-on-chip architecture. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning in applications. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer programming in Python. A.A. 2022/23, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Applied AI and machine learning. A.A. 2022/23, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- System-on-chip architecture. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning in applications. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer programming in Python. A.A. 2021/22, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Applied AI and machine learning. A.A. 2021/22, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- System-on-chip architecture. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- System-on-chip architecture. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Research groups
Research projects
Projects funded by commercial contracts
- Supporto allo sviluppo di un smart digital water distributor monitoring system, (2024-2025) - Responsabile Scientifico
Commercial Research - Modelli statistici, Data Analytics e Machine Learning, (2022-2023) - Responsabile Scientifico
Commercial Research - “Modelli statistici, data analytics e machine learning (year 2020)”, “Fog computing e opportunistic networking (year 2020)” e “Design e implementazione di funzionalità firmware avanzate (year 2020)”, (2020-2021) - Responsabile Scientifico
Commercial Research - MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING”, “FOG COMPUTING E OPPORTUNISTIC NETWORKING” e “DESIGN E IMPLEMENTAZIONE DI FUNZIONALITÀ FIRMWARE AVANZATE”, (2019-2020) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Filippo Aisa. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (40th cycle, 2024-in progress)
- Dana Al Mamlouk. Programme in Urban And Regional Development (40th cycle, 2024-in progress)
- Walter Gallego Gomez. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Design of bioinformatics algorithms and their implementation on a heterogeneous neuromorphic computing platform
Computer architectures and Computer aided design Data science, Computer vision and AI Life sciences Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Data science, Computer vision and AI Life sciences Parallel and distributed systems, Quantum computing - Andrea Pignata. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Development framework for the engineering process of edge-based AIoT sensor solutions
Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI - Michelangelo Barocci. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2023-in progress)
Research subject: Design of digital/neuromorphic computing systems and SDK
Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing - Riccardo Pignari. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
Research subject: New computational paradigms for neuromorphic hardware
Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing - Evelina Forno. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: Study and implementation of new computational paradigms exploiting neuromorphic hardware architectures
Publications
Latest publications View all publications in Porto@Iris
- Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito (In stampa)
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA. In: ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop, Vilnius (Lituania), 09/09/2024 - 14/09/2024. ISSN 1865-0929
Contributo in Atti di Convegno (Proceeding) - GALLEGO GOMEZ, Walter; Grassi, Elena; Bertotti, Andrea; Urgese, Gianvito (2025)
An Ensemble Method for Calling and Ranking Somatic Structural Variants Using Long and Short Reads. In: The 11th International Conference on Bioinformatics Research and Applications (ICBRA 2024), Milan (ITA), September 13-15, 2024, pp. 62-69. ISBN: 979-8-4007-1753-6
Contributo in Atti di Convegno (Proceeding) - 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 - 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