Handwritten Digit Recognition with a Back-Propagation Network

The massively parallel architecture of connectionist systems is an obvious candidate for performing image recognition, but few results on real-world applications have been published so far. The Back-Propagation algorithm (BP) has drawn considerable attention from the research community as an efficient learning procedure for multi-layer connectionist networks.