2 papers
cs.NE2024★ 1 cited
A Review of Neuroscience-Inspired Machine Learning
Alexander Ororbia, Ankur Mali, Adam Kohan +2
One major criticism of deep learning centers around the biological implausibility of the credit assignment schema used for learning -- backpropagation of errors. This implausibilit…
cs.NE2018
Error Forward-Propagation: Reusing Feedforward Connections to Propagate Errors in Deep Learning
Adam A. Kohan, Edward A. Rietman, Hava T. Siegelmann
We introduce Error Forward-Propagation, a biologically plausible mechanism to propagate error feedback forward through the network. Architectural constraints on connectivity are vi…