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9780139083853: Neural Networks: A Comprehensive Foundation (International Edition)
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For graduate-level neural network courses offered in the departments of Computer Engineering, Electrical Engineering, and Computer Science.

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.

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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.

  • PublisherPearson
  • Publication date1997
  • ISBN 10 0139083855
  • ISBN 13 9780139083853
  • BindingPaperback
  • Edition number2
  • Number of pages842
  • Rating
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Other Popular Editions of the Same Title

9780780334946: Neural Networks: A Comprehensive Foundation

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ISBN 10:  ISBN 13:  9780780334946
Publisher: IEEE, 1999
Hardcover

  • 9780138958633: Neural Networks: A Comprehensive Foundation

    Pearso..., 1997
    Softcover

  • 9788177588521: Neural Networks: A Comprehensive Foundation, 2/e

    Pearson, 1998
    Softcover

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Book Description Paperback. Condition: Very Good. For graduate-level neural network courses offered in the departments of Computer Engineering, Electrical Engineering, and Computer Science. 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. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Seller Inventory # GOR002175645

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