Full Professor (L. 240)
Department of Electronics and Telecommunications (DET)
- Academic Advisor Bachelor's degree programme in ELECTRONIC ENGINEERING
- Academic Advisor Master's degree programme in ELECTRONIC ENGINEERING
- Member of Interdepartmental Center PEIC - Power Electronics Innovation Center
- Member of of the Information Technology Strategies Commission
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Teaching
Collegi of the PhD programmes
- MICRO- AND NANO-ELECTRONICS, 2022/2023 (39. ciclo)
Università degli Studi di PAVIA - MICRO- AND NANO-ELECTRONICS, 2021/2022 (38. ciclo)
Università degli Studi di PAVIA
Collegi of the degree programmes
Teachings
Master of Science
- Sistemi elettronici per la produzione e distribuzione. A.A. 2023/24, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Titolare del corso
- Integrated systems architecture. A.A. 2023/24, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Digital Electronics. A.A. 2023/24, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Hardware & Wireless Security (modulo di Hardware and embedded security). A.A. 2023/24, CYBERSECURITY. Collaboratore del corso
- Tirocinio. A.A. 2022/23, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Tirocinio. A.A. 2022/23, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Sistemi elettronici per la produzione e distribuzione. A.A. 2022/23, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Titolare del corso
- Integrated systems architecture. A.A. 2022/23, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Digital Electronics. A.A. 2022/23, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Tirocinio. A.A. 2021/22, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Sistemi elettronici per la produzione e distribuzione. A.A. 2021/22, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Titolare del corso
- Integrated systems architecture. A.A. 2021/22, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Digital Electronics. A.A. 2021/22, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Electronics Fundamentals and Applications. A.A. 2021/22, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Tirocinio. A.A. 2020/21, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Sistemi elettronici per la produzione e distribuzione. A.A. 2020/21, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Titolare del corso
- Integrated systems architecture. A.A. 2020/21, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Digital Electronics. A.A. 2020/21, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Electronics Fundamentals and Applications. A.A. 2020/21, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Tirocinio. A.A. 2019/20, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Sistemi elettronici per la produzione e distribuzione. A.A. 2019/20, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Titolare del corso
- Integrated systems architecture. A.A. 2019/20, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Digital Electronics. A.A. 2019/20, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Electronics Fundamentals and Applications. A.A. 2019/20, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Tirocinio. A.A. 2018/19, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Sistemi elettronici per la produzione e distribuzione. A.A. 2018/19, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Titolare del corso
- Integrated systems architecture. A.A. 2018/19, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Digital Electronics. A.A. 2018/19, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Titolare del corso
- Electronics Fundamentals and Applications. A.A. 2018/19, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
Bachelor of Science
- Elettronica dei sistemi digitali. A.A. 2023/24, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettronica dei sistemi digitali. A.A. 2022/23, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettronica dei sistemi digitali. A.A. 2021/22, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettronica dei sistemi digitali. A.A. 2020/21, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettronica dei sistemi digitali. A.A. 2019/20, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettronica dei sistemi digitali. A.A. 2018/19, INGEGNERIA ELETTRONICA. Collaboratore del corso
Research
Research fields
- VLSI architectures for image and video coding
- Digital architectures for error correcting codes
- Application specific approximate computing
- VLSI architectures for machine learning
- Smart embedded systems for lighting and IoT
- Digital architectures for bio-inspired processing
- Digital architectures for post-quantum cryptography
- Bio-inspired electronics for robotics and biomedical applications
- RISC-V extensions and hardware accelerators
- Circuit architectures: Circuits and systems for efficient machine learning and artificial intelligence
Research groups
Supervised PhD students
- Flavia Guella. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39th cycle, 2023-in progress)
Research subject: Efficient implementation of deep neural networks on power-constrained devices.
VLSI theory, design and applications VLSI theory, design and applications - Vincenzo Petrolo. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39th cycle, 2023-in progress)
Research subject: Innovative LDPC real-time decoder architectures for critical applications.
Big Data, Machine Learning, Neural Networks and Data Science Modeling, simulation and CAD VLSI theory, design and applications Big Data, Machine Learning, Neural Networks and Data Science Modeling, simulation and CAD VLSI theory, design and applications - Alessandra Dolmeta. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (38th cycle, 2022-in progress)
Research subject: A Post-Quantum Secure RISC-V application core for IoT
VLSI theory, design and applications VLSI theory, design and applications - Luigi Giuffrida. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (38th cycle, 2022-in progress)
Research subject: Hardware architectures for complex computation
VLSI theory, design and applications VLSI theory, design and applications - Federica Savi. Programme in Bioingegneria E Scienze Medico-chirurgiche (38th cycle, 2023-in progress)
- Michele Caon. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36th cycle, 2020-in progress)
Research subject: Design of a modular execution pipeline for LEN5, an out-of-order RISC-V processor
VLSI theory, design and applications VLSI theory, design and applications - Andrea Mongardi. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36th cycle, 2020-in progress)
Research subject: Bio-Inspired Smart Systems for IoT Applications
Analog, Power and Mixed-Signal Circuits and Embedded Systems Big Data, Machine Learning, Neural Networks and Data Science Biomedical devices and applications Analog, Power and Mixed-Signal Circuits and Embedded Systems Big Data, Machine Learning, Neural Networks and Data Science Biomedical devices and applications Analog, Power and Mixed-Signal Circuits and Embedded Systems Big Data, Machine Learning, Neural Networks and Data Science Biomedical devices and applications - Farzad Nikfam. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36th cycle, 2020-in progress)
Thesis: Security and Privacy in Artificial Intelligence
Big Data, Machine Learning, Neural Networks and Data Science - Emanuele Valpreda. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36th cycle, 2020-in progress)
Thesis: Hardware/Neural Network Codesign for Energy-Efficient Inference on Edge Devices with Optimal Mapping and Compression
Big Data, Machine Learning, Neural Networks and Data Science VLSI theory, design and applications Big Data, Machine Learning, Neural Networks and Data Science VLSI theory, design and applications - Beatrice Bussolino Pangerz. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35th cycle, 2019-2023)
Thesis: Techniques and Optimization Strategies for Efficient Hardware Acceleration of Neural Networks: Tap-Wisely-Quantized Winograd Algorithm and Capsule Networks
Big Data, Machine Learning, Neural Networks and Data Science VLSI theory, design and applications - Kristjane Koleci. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35th cycle, 2019-2023)
Thesis: Architectures for Code-based Post-Quantum Cryptography
VLSI theory, design and applications VLSI theory, design and applications - Walid Walid. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35th cycle, 2019-2023)
Thesis: VLSI ARCHITECTURES FOR VIDEO PROCESSING AND RISC-V
VLSI theory, design and applications VLSI theory, design and applications
Publications
Last years publications
Latest publications View all publications in Porto@Iris
- Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio (2024)
MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. ISSN 1549-8328
Contributo su Rivista - Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido (2024)
LOKI Low-Latency Open-Source Kyber-Accelerator IPs. In: ApplePies 2023 : International Conference on Applications in Electronics Pervading Industry, Environment and Society, Genova, Italy, September 28-29, 2023, pp. 29-35. ISSN 1876-1100. ISBN: 978-3-031-48120-8
Contributo in Atti di Convegno (Proceeding) - Marchisio, Alberto; De Marco, Antonio; Colucci, Alessio; Martina, Maurizio; Shafique, ... (2023)
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks. In: International Joint Conference on Neural Networks (IJCNN), Gold Coast (Australia), 18-23 Giugno 2023, pp. 1-9. ISSN 2161-4393. ISBN: 978-1-6654-8867-9
Contributo in Atti di Convegno (Proceeding) - Marchisio, Alberto; Dura, Davide; Capra, Maurizio; Martina, Maurizio; Masera, Guido; ... (2023)
SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers. In: nternational Joint Conference on Neural Networks (IJCNN), Gold Coast (Australia), 18-23 June 2023, pp. 1-9. ISSN 2161-4393. ISBN: 978-1-6654-8867-9
Contributo in Atti di Convegno (Proceeding) - Viale, Alberto; Marchisio, Alberto; Martina, Maurizio; Masera, Guido; Shafique, Muhammad (2022)
LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto (Japan), 23-27 ottobre 2022, pp. 79-86. ISSN 2153-0858. ISBN: 978-1-6654-7927-1
Contributo in Atti di Convegno (Proceeding)