Deep supervised learning using local errors

Hesham Mostafa, Vishwajith Ramesh, Gert Cauwenberghs

Error backpropagation is a highly effective mechanism for learning high-quality hierarchical features in deep networks. Updating the features or weights in one layer, however, requ…