Ph.D. candidate
in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 39th cycle (2023-2026)
Department of Electronics and Telecommunications (DET)
Docente esterno e/o collaboratore didattico
Department of Electronics and Telecommunications (DET)
Profile
PhD
Research topic
Efficient implementation of deep neural networks on power-constrained devices.
Tutors
Research interests
Biography
Teaching
Teachings
Master of Science
- Workshop "SoC Verification Strategies" . A.A. 2023/24, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
Bachelor of Science
- Digital systems electronics. A.A. 2023/24, INGEGNERIA ELETTRONICA. Collaboratore del corso
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 - Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio (2024)
TEMET: Truncated REconfigurable Multiplier with Error Tuning. In: International Conference on Applications in Electronics Pervading Industry, Environment and Society, Genova, Italy, 28-29 September 2023, pp. 370-377. ISSN 1876-1119. ISBN: 978-3-031-48121-5
Contributo in Atti di Convegno (Proceeding)