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Davide Nadalini
Davide Nadalini
PhD Student, Politecnico di Torino and Università di Bologna
Verified email at polito.it
Title
Cited by
Cited by
Year
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
612021
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
182022
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers
D Nadalini, M Rusci, L Benini, F Conti
Future Generation Computer Systems 149, 212-226, 2023
112023
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks
A Dequino, A Carpegna, D Nadalini, A Savino, L Benini, S Di Carlo, ...
arXiv preprint arXiv:2407.03111, 2024
2024
Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units
F Paissan, D Nadalini, M Rusci, A Ancilotto, F Conti, L Benini, E Farella
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
2024
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