<図書>
Theory of neural information processing systems
責任表示 | A.C.C. Coolen, R. Kühn, P. Sollich |
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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) 続きを見る |
所蔵情報
状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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: pbk. | 理系図3F 数理独自 | COOL/3/2 | 2005 |
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023212007001616 |
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書誌詳細
一般注記 | Includes bibliographical references (p. [555]-561) and index |
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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 |