115 citations · 132 across the 2 of their papers we have counts for
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cs.NE2020
Local plasticity rules can learn deep representations using self-supervised contrastive predictions
Bernd Illing, Jean Ventura, Guillaume Bellec +1
Learning in the brain is poorly understood and learning rules that respect biological constraints, yet yield deep hierarchical representations, are still unknown. Here, we propose…
cs.NE2019★ 115 cited
Biologically plausible deep learning -- but how far can we go with shallow networks?
Bernd Illing, Wulfram Gerstner, Johanni Brea
Training deep neural networks with the error backpropagation algorithm is considered implausible from a biological perspective. Numerous recent publications suggest elaborate model…