They are adept at storing large numbers of patterns and therefore excel at many supervised learning tasks. There indeed was a development in processing, namely

They are adept at storing large numbers of patterns and therefore excel at many supervised learning tasks. There indeed was a development in processing, namely the emergence of the GPU, which led to the resurgence. It enabled people to train far larger networks. Large networks = more patterns.