Stochastic models of neural networks

Author(s)

    • Turchetti, Claudio

Bibliographic Information

Stochastic models of neural networks

Claudio Turchetti

(Frontiers in artificial intelligence and applications, v. 102)

IOS Press, c2004

  • : IOS
  • : Ohmsha

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Note

Includes bibliographical references and index

Description and Table of Contents

Description

This book is intended to provide a treatment of the theory and applications of Stochastic Neural Networks,that is networks able to learn random processes from experience, on the basis of recent developments on this subject. The mathematical frameworks on which the theory is founded embrace the approximation of non-random functions as well as the theory of stochastic processes. The networks so defined constitute an original and very promising model of human brain neural activity consistent with the need of learning from a stochastic environment. Moreover, the problem of speech modeling, both for synthesis and recognition, is faced as concrete and significant application in the field of artificial intelligence of the theory is presented.

by "Nielsen BookData"

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Details

  • NCID
    BA70560171
  • ISBN
    • 1586033883
    • 4274906264
  • Country Code
    ne
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Amsterdam ; Tokyo
  • Pages/Volumes
    xviii, 173 p.
  • Size
    25 cm.
  • Parent Bibliography ID
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