7 citations · 10 across the 7 of their papers we have counts for
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cs.LG2024
Enabling On-device Continual Learning with Binary Neural Networks
Lorenzo Vorabbi, Davide Maltoni, Guido Borghi +1
On-device learning remains a formidable challenge, especially when dealing with resource-constrained devices that have limited computational capabilities. This challenge is primari…
cs.LG2023★ 1 cited
Optimizing data-flow in Binary Neural Networks
L. Vorabbi, D. Maltoni, S. Santi
Binary Neural Networks (BNNs) can significantly accelerate the inference time of a neural network by replacing its expensive floating-point arithmetic with bitwise operations. Most…