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Neural Networks 2th edition

ISBN:3540602070

ISBN13:9783540602071

Publisher:Springer

Authors:Michael Strickland, Eytan Domany, Berndt Muller, J. L. Van Hemmen, E. Domany, J. Reinhardt, Berndt Müller, Berndt Müller, Joachim Reinhardt, M. T. Strickland, Klaus Schulten

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Neural Networks Description

Neural Networks presents concepts of neural-network models and techniques of parallel distributed processing in a three-step approach: - A brief overview of the neural structure of the brain and the history of neural-network modeling introduces to associative memory, preceptrons, feature-sensitive networks, learning strategies, and practical applications. - The second part covers subjects like statistical physics of spin glasses, the mean-field theory of the Hopfield model, and the "space of interactions" approach to the storage capacity of neural networks. - The final part discusses nine programs with practical demonstrations of neural-network models. The software and source code in C are on a 3 1/2" MS-DOS diskette can be run with Microsoft, Borland, Turbo-C, or compatible compilers.

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