Flavia Guella

Argomento di ricerca

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

Tutori

• Maurizio Martina
• Guido Masera

Corso di laurea magistrale

• 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

Corso di laurea di 1° livello

• 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

• Architetture hardware digitali per EDGE computing (DET)

• Giuffrida, Luigi; Dolmeta, Alessandra; Naclerio, Alessio; Piscopo, Valeria; Mirigaldi, ... (2026)
  PolHEEPo: A 65 nm 6mm2 RISC-V SoC Filling the Gap Between Cloud and Edge Computing. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS, pp. 1-1. ISSN 1549-7747
  Contributo su Rivista
• Petrolo, Vincenzo; Guella, Flavia; Caon, Michele; Masera, Guido; Martina, Maurizio (2025)
  Stop Wasting your Cache! Bringing Machine Learning into Cache Computing. In: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025, pp. 86-89
  Contributo in Atti di Convegno (Proceeding)
• Petrolo, Vincenzo; Guella, Flavia; Caon, Michele; Schiavone, Pasquale Davide; Masera, ... (2025)
  ARCANE: Adaptive RISC-V Cache Architecture for Near-memory Extensions. In: 62nd ACM/IEEE Design Automation Conference, DAC 2025, usa, 2025, pp. 1-6
  Contributo in Atti di Convegno (Proceeding)
• 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