Neural Networks (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
842
Utgivningsdatum
1998-07-01
Upplaga
2
Förlag
Pearson
Illustrationer
Illustrations
Dimensioner
245 x 185 x 40 mm
Vikt
1300 g
Antal komponenter
1
Komponenter
International edition available ISBN 0139083855
ISBN
9780132733502
Neural Networks (inbunden)

Neural Networks

A Comprehensive Foundation: United States Edition

Inbunden, Engelska, 1998-07-01
1751
Skickas inom 15-25 vardagar.
Fri frakt inom Sverige för privatpersoner.
Boken kan tyvärr inte levereras innan julafton.
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

  • NEWNew chapters now cover such areas as:
    • Support vector machines.
    • Reinforcement learning/neurodynamic programming.
    • Dynamically driven recurrent networks.
    • NEW-Endof-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 processan 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.
Visa hela texten

Passar bra ihop

  1. Neural Networks
  2. +
  3. Life 3.0

De som köpt den här boken har ofta också köpt Life 3.0 av Max Tegmark (inbunden).

Köp båda 2 för 1958 kr

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Fler böcker av Simon O Haykin

  • Modern Wireless Communications

    Simon O Haykin

    The rapid growth of wireless communications and its pervasive use are changing the way we communicate in some fundamental ways. Modern Wireless Communications distinguishes itself with the treatment of these techniques in depth and yet in a princi...

Bloggat om Neural Networks

Innehållsförteckning



 1. Introduction.


 2. Learning Processes.


 3. Single-Layer Perceptrons.


 4. Multilayer Perceptrons.


 5. Radial-Basis Function Networks.


 6. Support Vector Machines.


 7. Committee Machines.


 8. Principal Components Analysis.


 9. Self-Organizing Maps.


10. Information-Theoretic Models.


11. Stochastic Machines & Their Approximates Rooted in Statistical Mechanics.


12. Neurodynamic Programming.


13. Temporal Processing Using Feedforward Networks.


14. Neurodynamics.


15. Dynamically Driven Recurrent Networks.


Epilogue.


Bibliography.


Index.