Docente esterno e/o collaboratore didattico
Department of Electronics and Telecommunications (DET)
PhD Student in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36th cycle (2020-2023)
Department of Electronics and Telecommunications (DET)
Profile
PhD
Research topic
Embedded Machine Learning
Tutors
Research interests
Biography
He is a first year Ph.D. student in the Department of Electronics and Telecommunications (DET) at the same university, under the supervision of Prof. M. R. CASU.
His research activity is focused on implementing Artificial Intelligence (AI) algorithms in edge devices through an HW-SW co-design approach.
Publications:
1) L. Urbinati, M. Ricci, G. Turvani, J. A. T. Vasquez, F. Vipiana and M. R. Casu, "A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection," 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Sevilla, 2020, pp. 1-5, doi: 10.1109/ISCAS45731.2020.9181293
2) L. Gnoli et al., "Fault Tolerant Photovoltaic Array: A Repair Circuit Based on Memristor Sensing," 2019 IEEE International Symposium on DFT, Noordwijk, Netherlands, 2019, pp. 1-4, doi: 10.1109/DFT.2019.8875467
Teaching
Teachings
Master of Science
- Microelettronica digitale. A.A. 2021/22, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Microelettronica digitale. A.A. 2022/23, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
Publications
PoliTO co-authors
Last years publications View all publications in Porto@Iris
- Casu, Mario Roberto; Urbinati, Luca (2023)
A Reconfigurable 2D-Convolution Accelerator for DNNs Quantized with Mixed-Precision. In: Applepies 2022, Genova, September 26–27, 2022, pp. 210-215. ISBN: 978-3-031-30333-3
Contributo in Atti di Convegno (Proceeding) - Urbinati, Luca; Casu, Mario R. (2023)
A Reconfigurable Multiplier/Dot-Product Unit for Precision-Scalable Deep Learning Applications. In: 53rd Annual Meeting of the Italian Electronics Society, Pizzo (VV), Italia, September 7-9, 2022, pp. 9-14. ISBN: 978-3-031-26065-0
Contributo in Atti di Convegno (Proceeding) -
Urbinati, Luca; Casu, Mario R. (2022)
A Reconfigurable Depth-Wise Convolution Module for Heterogeneously Quantized DNNs. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, Texas, USA, 27 May 2022 - 01 June 2022, pp. 128-132. ISBN: 978-1-6654-8485-5
Contributo in Atti di Convegno (Proceeding) - Ricci, M.; Stitic, B.; Urbinati, L.; Di Guglielmo, G.; Tobon Vasquez, J. A.; Carloni, L. ... (2021)
Machine-Learning Based Microwave Sensing: A Case Study for the Food Industry. In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, vol. 11, pp. 503-514. ISSN 2156-3357
Contributo su Rivista - Urbinati, Luca; Ricci, Marco; Turvani, Giovanna; Vasquez, Jorge A. Tobon; Vipiana, ... (2020)
A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection. In: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Seville, 10-21 Oct. 2020, pp. 1-5. ISBN: 978-1-7281-3320-1
Contributo in Atti di Convegno (Proceeding)