Flavia Guella

Research topic

Efficient implementation of deep neural networks on power-constrained devices.

Tutors

• Maurizio Martina
• Guido Masera

Master of Science

• Workshop "SoC Verification Strategies" . A.A. 2025/26, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Workshop "SoC Verification Strategies". A.A. 2024/25, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Digital Electronics. A.A. 2024/25, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso

Bachelor of Science

• Digital systems electronics. A.A. 2025/26, INGEGNERIA ELETTRONICA. Collaboratore del corso
• Digital systems electronics. A.A. 2024/25, INGEGNERIA ELETTRONICA. Collaboratore del corso
• Digital systems electronics. A.A. 2023/24, INGEGNERIA ELETTRONICA. Collaboratore del corso

• Caon, Michele; Petrolo, Vincenzo; Mirigaldi, Mattia; Guella, Flavia; Masera, Guido; ... (2024)
  Seeing Beyond the Order: a LEN5 to Sharpen Edge Microprocessors with Dynamic Scheduling. In: 21st ACM International Conference on Computing Frontiers, Ischia (Italy), May 7 - 9, 2024, pp. 47-50. ISBN: 9798400704925
  Contributo in Atti di Convegno (Proceeding)
• 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, vol. 71. 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)