Associate Professor (L. 240)
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center PEIC - Power Electronics Innovation Center
Profile
Keywords
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Teaching
Collegi of the PhD programmes
- MICRO- AND NANO-ELECTRONICS, 2025/2026 (41. ciclo)
Università degli Studi di PAVIA
Collegi of the degree programmes
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente
Teachings
PhD
- Optimized execution of neural networks at the edge. A.A. 2025/26, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Optimized Execution of Neural Networks at the Edge and Neuromorphic Computing Systems. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Hardware/Software codesign of flexible computing systems for edge AI (insegnamento su invito). A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Optimized execution of neural networks at the edge. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Optimized execution of neural networks at the edge. 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. Main teacher
- Computing Paradigms for Error-Tolerant Applications. A.A. 2020/21, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- Programming techniques. A.A. 2026/27, QUANTUM ENGINEERING. Collaboratore del corso
- Efficient Computing for Artificial Intelligence. A.A. 2026/27, DATA SCIENCE AND ENGINEERING. Titolare del corso
- Programming techniques. A.A. 2025/26, AGRITECH ENGINEERING. Collaboratore del corso
- Efficient Computing for Artificial Intelligence. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Titolare del corso
- Machine learning for IOT. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Titolare del corso
- Machine learning for IOT. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Programming techniques. A.A. 2023/24, AGRITECH ENGINEERING. Titolare del corso
- Machine learning for IOT. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Energy management for IoT. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Energy management for IoT. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning for IOT. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Machine learning for IOT. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Energy management for IoT. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Computer sciences. A.A. 2026/27, INGEGNERIA DELL'AUTOVEICOLO. Titolare del corso
- Computer sciences. A.A. 2025/26, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Titolare del corso
- Computer sciences. A.A. 2024/25, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Titolare del corso
- Tecnologie per IoT. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso
- Informatica. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
- Tecnologie per IoT. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Laboratorio di tecnologie digitali per l'industria 4.0. A.A. 2021/22, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA (CORSO PROFESSIONALIZZANTE). Collaboratore del corso
- Tecnologie per IoT. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
- Laboratorio di tecnologie digitali per l'industria 4.0. A.A. 2020/21, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA (CORSO PROFESSIONALIZZANTE). Collaboratore del corso
- Tecnologie per IoT. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Research groups
Research projects
Projects funded by competitive calls
- HAL4SDV - Hardware Abstraction Layer for a European Software Defined Vehicle approach, (2024-2027) - Componente gruppo di Ricerca
UE-funded research - JTI - KDT - ISOLDE - High Performance, Safe, Secure, Open-Source Leveraged RISC-V Domain-Specific Ecosystems, (2023-2026) - Componente gruppo di Ricerca
UE-funded research - JTI - KDT - TRISTAN - Together for RISc-V Technology and ApplicatioNs, (2022-2025) - Componente gruppo di Ricerca
UE-funded research - JTI - KDT - AMBEATion - Analog/Mixed Signal Back End Design Automation based on Machine Learning and Artificial Intelligence Techniques, (2021-2025) - Responsabile Scientifico
UE-funded research - H2020 - Excellent Science - Marie Curie - 20529 - End-to-end digitalized production test beds, (2020-2021) - Responsabile Scientifico
UE-funded research - EIT
Projects funded by commercial contracts
- SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights, (2026-2027) - Responsabile Scientifico
Commercial Research - MASAI - Map for damage Assessment with Satellite Artificial Intelligence, (2024-2024) - Responsabile Scientifico
Commercial Research - MASAI - Map for damage Assessment with Satellite Artificial Intelligence, (2024-2024) - Responsabile Scientifico
Commercial Research - Definizione e sviluppo di una piattaforma software per il supporto della produzione, (2020-2020) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Carlo Marra. Programme in Ingegneria Informatica E Dei Sistemi (41st cycle, 2026-in progress)
- Luca Benfenati. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Latency-Optimized Inference for Large Language Models
Data science, Computer vision and AI - Mohamed Amine Hamdi. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Optimizing Compilers for the Deployment of Complex Applications on Heterogeneous Edge Devices
Computer architectures and Computer aided design Parallel and distributed systems, Quantum computing - Beatrice Alessandra Motetti. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Advanced Deep Learning Optimization for Extreme Edge Applications
Data science, Computer vision and AI - Giovanni Pollo. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Design techniques for low-area digital circuits in industrial and medical applications based on machine learning
Computer architectures and Computer aided design Data science, Computer vision and AI - Matteo Risso. Programme in Ingegneria Informatica E Dei Sistemi (37th cycle, 2021-2025)
Thesis: Automatic Hardware-aware Design and Optimization of Deep Learning Models
Computer architectures and Computer aided design Data science, Computer vision and AI
Publications
PoliTO co-authors
Latest publications View all publications in Porto@Iris
- Ruotolo, Lorenzo; Pollo, Giovanni; Hamdi, Mohamed Amine; Risso, Matteo; Chen, Yukai; ... (In stampa)
Late Breaking Results: CHESSY: Coupled Hybrid Emulation With SystemC-FPGA Synchronization. In: Design, Automation and Test in Europe Conference, Verona (ITA), 20-22 April 2026
Contributo in Atti di Convegno (Proceeding) - Jebali, Fatma; Andriamisaina, Caaliph; Jan, Mathieu; Ecker, Wolfgang; Egert, Florian; ... (In stampa)
Multipartner Project: Advancing the EDA Tools Landscape for the European RISC-V Ecosystem in TRISTAN. In: Design, Automation and Test in Europe Conference, Verona (ITA), 20-22 April 2026
Contributo in Atti di Convegno (Proceeding) - Carlucci, Francesco; Pollo, Giovanni; Wang, Xiaying; Poncino, Massimo; Macii, Enrico; ... (2026)
End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables. In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE, vol. 7, pp. 1-27. ISSN 2691-1957
Contributo su Rivista - Pollo, Giovanni; Albu, Andrei Mihai; Burrello, Alessio; Pagliari, Daniele Jahier; ... (2025)
Automatic integration of SystemC in the FMI standard for Software-defined Vehicle design. In: Forum on specification & Design Languages (FDL) 2025, St. Goar (DEU), 10-12 September 2025, pp. 1-9. ISBN: 979-8-3315-9379-7
Contributo in Atti di Convegno (Proceeding) - Poveda Rodrigo, Javier Jesus; Hamdi, Mohamed Amine; Koenig, Cyril; Burrello, Alessio; ... (2025)
POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform. In: CF '25: 22nd ACM International Conference on Computing Frontiers, Cagliari (ITA), May 28 - 30, 2025, pp. 224-225. ISBN: 979-8-4007-1528-0
Contributo in Atti di Convegno (Proceeding)
Knowledge Valorisation
Technology transfer
- Instrumentation method for a calculation circuit in order to dynamically modify its precision, by acting on its working conditions. national and international Patent
Inventors: Daniele Jahier Pagliari Massimo Poncino