Mathematical Perspectives on Neural Networks

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Recent years have seen an explosion of new mathematical results on learning and processing in neural networks. This body of results rests on a breadth of mathematical background which even few specialists possess. In a format intermediate between a textbook and a collection of research articles, this book has been assembled to present a sample of these results, and to fill in the necessary background, in such areas as computability theory, computational complexity theory, the theory of analog computation, stochastic ...

Mathematical Perspectives on Neural Networks 2015, Routledge, London

ISBN-13: 9781138876293

Paperback

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Mathematical Perspectives on Neural Networks 1996, Psychology Press, Mahwah, NJ

ISBN-13: 9780805812015

Hardcover

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