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Leonardo Ravaglia
Leonardo Ravaglia
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A tinyml platform for on-device continual learning with quantized latent replays
L Ravaglia, M Rusci, D Nadalini, A Capotondi, F Conti, L Benini
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021
552021
Pulp-trainlib: Enabling on-device training for risc-v multi-core mcus through performance-driven autotuning
D Nadalini, M Rusci, G Tagliavini, L Ravaglia, L Benini, F Conti
International Conference on Embedded Computer Systems, 200-216, 2022
142022
Memory-latency-accuracy trade-offs for continual learning on a RISC-V extreme-edge node
L Ravaglia, M Rusci, A Capotondi, F Conti, L Pellegrini, V Lomonaco, ...
2020 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2020
132020
Tackling time-variability in sEMG-based gesture recognition with on-device incremental learning and temporal convolutional networks
A Burrello, M Zanghieri, C Sarti, L Ravaglia, S Benatti, L Benini
2021 IEEE Sensors Applications Symposium (SAS), 1-6, 2021
82021
Modeling and control algorithms for product phasing using smart belts
L Ravaglia
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