Ph.D. candidate
in Intelligenza Artificiale , 37th cycle (2021-2024)
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Tutors
- Luca Benini
- Francesco Conti
Publications
Latest publications View all publications in Porto@Iris
- Nadalini, Davide; Rusci, Manuele; Benini, Luca; Conti, Francesco (2023)
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers. In: FUTURE GENERATION COMPUTER SYSTEMS, vol. 149, pp. 212-226. ISSN 0167-739X
Contributo su Rivista - Nadalini, Davide; Rusci, Manuele; Tagliavini, Giuseppe; Ravaglia, Leonardo; Benini, ... (2022)
PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning. In: 22nd International Conference, SAMOS 2022, Samos, Greece, July 3–7, 2022, pp. 200-216. ISSN 0302-9743. ISBN: 978-3-031-15073-9
Contributo in Atti di Convegno (Proceeding) - Ravaglia, Leonardo; Rusci, Manuele; Nadalini, Davide; Capotondi, Alessandro; Conti, ... (2021)
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays. In: IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, vol. 11, pp. 789-802. ISSN 2156-3365
Contributo su Rivista