Flavia Guella

PhD Student 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

VLSI theory, design and applications

Biography

Flavia Guella received the B.S. and M.S. (both with summa cum laude) in Electronics Engineering from Università degli Studi di Palermo in 2020, and Politecnico di Torino in 2023, respectively. She is currently pursuing the Ph.D. program in Electronics and Communications Engineering at Politecnico di Torino, under the supervision of Prof. Maurizio Martina and Prof. Guido Masera. Her research interests include co-design methodologies for the efficient deployment of neural networks on low-power systems and approximate computing.

Teaching

Teachings

Master of Science

Bachelor of Science

Publications

Latest publications View all publications in Porto@Iris

  • Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio (In stampa)
    TEMET: Truncated REconfigurable Multiplier with Error Tuning. In: International Conference on Applications in Electronics Pervading Industry, Environment and Society, Genova (Italy), 2023, 28-29 September. ISSN 1876-1119
    Contributo in Atti di Convegno (Proceeding)