Neural Networks: A Comprehensive Foundation (2nd Edition)

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Neural Networks: A Comprehensive Foundation (2nd Edition)

Simon Haykin

ISBN10: 0132733501

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Neural Networks: A Comprehensive Foundation (2nd Edition)

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Provides a comprehensive foundation of neural networks, recognizing the multidisciplinary nature of the subject, supported with examples, computer-oriented experiments, end of chapter problems, and a bibliography. DLC: Neural networks (Computer science).

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title Neural Networks
subtitle A Comprehensive Foundation
authors Simon S. Haykin
publisher Upper Saddle River, N.J. : Prentice Hall
publishedDate 1999
description Introduction; Learning processes; Single layer perceptrons; Multilayer perceptrons; Radial-basis function networks; Support vector machines; Comittee machines; Principal components analysis; Self-organizing maps; Information-theoretic models; Stochastic machines and their approximates rooted in statistical mechanics; neurodynamic programming; Temporal processing using feedforward networks; Neurodynamics; Dynamically driven recurrent networks; Epilogue; Bibliography; Index.
pageCount 842
printType BOOK
categories Computers
maturityRating NOT_MATURE
language en
canonicalVolumeLink https://books.google.com/books/about/Neural_Networks.html?hl=&id=bX4pAQAAMAAJ

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