Fund Project:the National Natural science Foundation of China (10471017), and the Basic Research Program of the National Defence Committee of Science, Technology and Industry of China (K1400060406)
In this paper we prove a finite convergence of online BP algorithms for nonlinear feedforward neural networks when the training patterns are linearly separable.