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<図書>
Self-organizing maps

責任表示 Teuvo Kohonen
シリーズ Springer series in information sciences ; 30
データ種別 図書
出版情報 Berlin ; New York : Springer , c1995
本文言語 英語
大きさ ix, 362 p. : ill. ; 25 cm
概要 The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. About 4000 research articles on it have appeared in th... open literature, and many industrial projects use the SOM as a tool for solving hard real world problems. Many fields of science have adopted the SOM as a standard analytical tool: statistics, signal processing, control theory, financial analyses, experimental physics, chemistry and medicine. This new edition includes a survey of over 2000 contemporary studies to cover the newest results. Case examples are provided with detailed formulae, illustrations, and tables. Further, a new chapter on software tools for SOM has been included whilst other chapters have been extended and reorganised. 続きを見る
電子版へのリンク

所蔵情報



理系図 自動書庫 007/Koh 1995
068252195006832


芸工図 2F 書架 401.08/Sp8/30 1995
072032195000092

書誌詳細

一般注記 Includes bibliographical references and index
著者標目 *Kohonen, Teuvo, 1934-
件 名 LCSH:Neural networks (Computer science)
LCSH:Self-organizing systems
分 類 LCC:QA76.87
DC20:006.4/2
書誌ID 1000907344
ISBN 3540586008
NCID BA24873880
巻冊次 ISBN:3540586008
登録日 2009.09.16
更新日 2009.09.17