74 citations · 272 across the 40 of their papers we have counts for
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cs.NE2022
Hebbian Continual Representation Learning
Paweł Morawiecki, Andrii Krutsylo, Maciej Wołczyk +1
Continual Learning aims to bring machine learning into a more realistic scenario, where tasks are learned sequentially and the i.i.d. assumption is not preserved. Although this set…
cs.NE2019★ 2 cited
Biologically-Inspired Spatial Neural Networks
Maciej Wołczyk, Jacek Tabor, Marek Śmieja +1
We introduce bio-inspired artificial neural networks consisting of neurons that are additionally characterized by spatial positions. To simulate properties of biological systems we…