Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data?

no code implementations • 20 Jul 2022 • Maria Osório, Luís Sa-Couto, Andreas Wichert

In tasks for which there is a vast amount of labeled data, Deep Networks seem to solve this issue with many layers and a non-Hebbian backpropagation algorithm.