147 citations · 604 across the 13 of their papers we have counts for
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cs.LG2021★ 5 cited
On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks
Antonello Rosato, Massimo Panella, Evgeny Osipov +1
A change of the prevalent supervised learning techniques is foreseeable in the near future: from the complex, computational expensive algorithms to more flexible and elementary tra…
cs.LG2019★ 50 cited
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks
Denis Kleyko, Mansour Kheffache, E. Paxon Frady +2
The deployment of machine learning algorithms on resource-constrained edge devices is an important challenge from both theoretical and applied points of view. In this article, we f…