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Neural Networks

An Introduction

Produktform: Buch / Einband - flex.(Paperback)

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.weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Sprache(n): Englisch

ISBN: 978-3-540-60207-1 / 978-3540602071 / 9783540602071

Verlag: Springer Berlin

Erscheinungsdatum: 02.10.1995

Seiten: 331

Auflage: 2

Zielgruppe: Professional/practitioner

Autor(en): Berndt Müller, Joachim Reinhardt, Michael T. Strickland

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