11 citations · 18 across the 2 of their papers we have counts for
2 papers
q-bio.NC2019★ 11 cited
Spike-based causal inference for weight alignment
Jordan Guerguiev, Konrad P. Kording, Blake A. Richards
In artificial neural networks trained with gradient descent, the weights used for processing stimuli are also used during backward passes to calculate gradients. For the real brain…
q-bio.NC2016★ 7 cited
Towards deep learning with segregated dendrites
Jordan Guergiuev, Timothy P. Lillicrap, Blake A. Richards
Deep learning has led to significant advances in artificial intelligence, in part, by adopting strategies motivated by neurophysiology. However, it is unclear whether deep learning…