Bart Kosko

Bidirectional Backpropagation for High-Capacity Blocking Networks

2021 · 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

The new bidirectional backpropagation algorithm helps blocking networks learn and recall large numbers of image patterns. Bidirectional backpropagation exploits backward-pass learning that ordinary unidirectional backpropagation ignores. The backward pass reveals a hidden regressor in classifiers …