Neural Networks: A Comprehensive Foundation

3.91 avg rating
( 170 ratings by Goodreads )
 
9780023527616: Neural Networks: A Comprehensive Foundation
View all copies of this ISBN edition:
 
 

This book presents the first comprehensive treatment of neural networks from an engineering perspective. Thorough, well-organized, and completely up-to-date, it examines all the important aspects of this emerging technology.

"synopsis" may belong to another edition of this title.

From the Publisher:

This text represents the first comprehensive treatment of neural networks from an engineering perspective. Thorough, well-organized, and completely up-to-date, it examines all the important aspects of this emerging technology. Neural Networks provides broad coverage of the subject, including the learning process, back propogation, radial basis functions, recurrent networks, self-organizing systems, modular networks, temporal processing, neurodynamics, and VLSI implementations. Chapter objectives, computer experiments, problems, worked examples, a bibliography, photographs, illustrations, and a thorough glossary reinforce key concepts. The author's concise and fluid writing style makes the material more accessible.

From the Back Cover:

Renowned for its thoroughness and readability, this well-organized and completely up-to-date text remains the most comprehensive treatment of neural networks from an engineering perspective. Thoroughly revised.

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.

    FEATURES

    • 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.

Other Popular Editions of the Same Title

9780132733502: Neural Networks: A Comprehensive Foundation (2nd Edition)

Featured Edition

ISBN 10:  0132733501 ISBN 13:  9780132733502
Publisher: Prentice Hall, 1998
Hardcover

9780780334946: Neural Networks: A Comprehensive Foundation

Prenti..., 1999
Hardcover

9780020327615: Neural Networks: A Comprehensive Foundation

Indian..., 1994
Hardcover

9788177588521: Neural Networks: A Comprehensive Foundation

Pearson
Softcover

Top Search Results from the AbeBooks Marketplace

1.

Haykin, Simon
Published by Macmillan Coll Div (1994)
ISBN 10: 0023527617 ISBN 13: 9780023527616
New Hardcover Quantity Available: 2
Seller:
Murray Media
(North Miami Beach, FL, U.S.A.)
Rating
[?]

Book Description Macmillan Coll Div, 1994. Hardcover. Condition: New. Never used!. Seller Inventory # P110023527617

More information about this seller | Contact this seller

Buy New
US$ 65.91
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

2.

Simon Haykin
Published by Macmillan Coll Div (1994)
ISBN 10: 0023527617 ISBN 13: 9780023527616
New Hardcover Quantity Available: 1
Seller:
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description Macmillan Coll Div, 1994. Hardcover. Condition: New. Seller Inventory # DADAX0023527617

More information about this seller | Contact this seller

Buy New
US$ 102.42
Convert currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds