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<図書>
Theory of neural information processing systems

責任表示 A.C.C. Coolen, R. Kühn, P. Sollich
データ種別 図書
出版情報 Oxford ; New York : Oxford University Press , 2005
本文言語 英語
大きさ xvi, 569 p. : ill. ; 25 cm
概要 This text emphasizes the interdisciplinary, rather than specialized, study of information processing in biological neural networks and their artificial analogs. In introducing the modern theory of neu...al information processing systems, Coolen and his coauthors (King's College, London) cover the basic principles of neural networks, advanced networks in learning, information theory and its applications to neural networks, and non-equilibrium and equilibrium statistical mechanical techniques. They include chapter-end exercises, suggestions for further reading, and background material on probability theory, linear algebra, and stochastic processes. Annotation ©2005 Book News, Inc., Portland, OR (booknews.com)
This text emphasizes the interdisciplinary, rather than specialized, study of information processing in biological neural networks and their artificial analogs. In introducing the modern theory of neural information processing systems, Coolen and his coauthors (King's College, London) cover the basic principles of neural networks, advanced networks in learning, information theory and its applications to neural networks, and non-equilibrium and equilibrium statistical mechanical techniques. They include chapter-end exercises, suggestions for further reading, and background material on probability theory, linear algebra, and stochastic processes. Annotation ©2005 Book News, Inc., Portland, OR (booknews.com)
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所蔵情報


: pbk. 理系図3F 数理独自 COOL/3/2 2005
023212007001616

書誌詳細

一般注記 Includes bibliographical references (p. [555]-561) and index
著者標目 *Coolen, A. C. C. (Anthony C. C.), 1960-
Sollich, P. (Peter)
Kühn, R. (Reimer), 1955-
件 名 LCSH:Neural networks (Computer science)
分 類 LCC:QA76.87
書誌ID 1001236564
ISBN 0198530234
NCID BA75254660
巻冊次 : hbk. ; ISBN:0198530234
: pbk. ; ISBN:0198530242
登録日 2009.09.18
更新日 2009.11.02

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