17 citations · 17 across the 5 of their papers we have counts for
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cs.AR2024★ 17 cited
Scalable and RISC-V Programmable Near-Memory Computing Architectures for Edge Nodes
Michele Caon, Clément Choné, Pasquale Davide Schiavone +4
The widespread adoption of data-centric algorithms, particularly Artificial Intelligence (AI) and Machine Learning (ML), has exposed the limitations of centralized processing infra…
cs.LG2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems
Eugenio Ressa, Alberto Marchisio, Maurizio Martina +2
The Continuous Learning (CL) paradigm consists of continuously evolving the parameters of the Deep Neural Network (DNN) model to progressively learn to perform new tasks without re…