Stochastic models of neural networks

著者

    • Turchetti, Claudio

書誌事項

Stochastic models of neural networks

Claudio Turchetti

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

IOS Press, c2004

  • : IOS
  • : Ohmsha

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

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.

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詳細情報

  • NII書誌ID(NCID)
    BA70560171
  • ISBN
    • 1586033883
    • 4274906264
  • 出版国コード
    ne
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Amsterdam ; Tokyo
  • ページ数/冊数
    xviii, 173 p.
  • 大きさ
    25 cm.
  • 親書誌ID
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