Deep Learning · Biologically Plausible Deep Networks

TitleAuthors
Structured and Deep Similarity Matching via Structured and Deep Hebbian NetworksDina Obeid · Hugo Ramambason · Cengiz Pehlevan
Deep Learning without Weight TransportMohamed Akrout · Collin Wilson · Peter Humphreys · Timothy Lillicrap · Douglas Tweed
Neural networks grown and self-organized by noiseGuruprasad Raghavan · Matt Thomson
Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural NetworksWenrui Zhang · Peng Li
Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural NetworksHosein Hasani · Mahdieh Soleymani · Hamid Aghajan
Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static InputMaxence Ernoult · Benjamin Scellier · Yoshua Bengio · Damien Querlioz · Julie Grollier