Barak Pearlmutter has also uncovered the fallacy in the Saratchandran paper. His (more detailed) rebuttal, entitled "A comment on `Dynamic programming approach to optimal weight selection in multilayer neural networks'" is soon to appear in the IEEE T. on Neural Networks. THH