Neural Networks : A Comprehensive Foundation
Haykin, Simon
ISBN 10: 0132733501 ISBN 13: 9780132733502
Published by Pearson Education, Limited, 1998
Used
Hardcover
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Better World Books, Mishawaka, IN, U.S.A.
Seller rating 5 out of 5 stars
AbeBooks Seller since August 3, 2006
This specific item is no longer available.
About this Item
Description:
Used book that is in clean, average condition without any missing pages. Seller Inventory # 6016426-20
Synopsis:
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).
From the Back Cover:
NEW TO THIS EDITION
- NEW—New chapters now cover such areas as:
- Support vector machines.
- Reinforcement learning/neurodynamic programming.
- Dynamically driven recurrent networks.
- NEW-End—of-chapter problems revised, improved and expanded in number.
- Extensive, state-of-the-art coverage exposes the reader to the many facets of neural networks and helps them appreciate the technology's capabilities and potential applications.
- Detailed analysis of back-propagation learning and multi-layer perceptrons.
- Explores the intricacies of the learning process—an essential component for understanding neural networks.
- Considers recurrent networks, such as Hopfield networks, Boltzmann machines, and meanfield theory machines, as well as modular networks, temporal processing, and neurodynamics.
- Integrates computer experiments throughout, giving the opportunity to see how neural networks are designed and perform in practice.
- Reinforces key concepts with chapter objectives, problems, worked examples, a bibliography, photographs, illustrations, and a thorough glossary.
- Includes a detailed and extensive bibliography for easy reference.
- Computer-oriented experiments distributed throughout the book
- Uses Matlab SE version 5.
"About this title" may belong to another edition of this title.
Bibliographic Details
Title: Neural Networks : A Comprehensive Foundation
Publisher: Pearson Education, Limited
Publication Date: 1998
Binding: Hardcover
Condition: Good
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