89 citations · 328 across the 17 of their papers we have counts for
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q-bio.NC2019★ 2 cited
Ghost Units Yield Biologically Plausible Backprop in Deep Neural Networks
Thomas Mesnard, Gaetan Vignoud, Joao Sacramento +2
In the past few years, deep learning has transformed artificial intelligence research and led to impressive performance in various difficult tasks. However, it is still unclear how…
cs.LG2019
Continual learning with hypernetworks
Johannes von Oswald, Christian Henning, Benjamin F. Grewe +1
Artificial neural networks suffer from catastrophic forgetting when they are sequentially trained on multiple tasks. To overcome this problem, we present a novel approach based on…