297 citations · 701 across the 6 of their papers we have counts for
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cs.NE2018★ 297 cited
Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE)
Jacques Kaiser, Hesham Mostafa, Emre Neftci
A growing body of work underlines striking similarities between biological neural networks and recurrent, binary neural networks. A relatively smaller body of work, however, discus…
cs.LG2018
Contrastive Hebbian Learning with Random Feedback Weights
Georgios Detorakis, Travis Bartley, Emre Neftci
Neural networks are commonly trained to make predictions through learning algorithms. Contrastive Hebbian learning, which is a powerful rule inspired by gradient backpropagation, i…