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<図書>
Intelligent signal processing

責任表示 edited by Simon Haykin, Bart Kosko
データ種別 図書
出版情報 New York : IEEE Press , c2001
本文言語 英語
大きさ xxi, 573 p. : ill. (some col.) ; 29 cm
概要 "IEEE Press is proud to present the first selected reprint volume devoted to the new field of intelligent signal processing (ISP). ISP differs fundamentally from the classical approach to statistical ...ignal processing in that the input-output behavior of a complex system is modeled by using ôintelligentö or ômodel-freeö techniques, rather than relying on the shortcomings of a mathematical model. Information is extracted from incoming signal and noise data, making few assumptions about the statistical structure of signals and their environment. Intelligent Signal Processing explores how ISP tools address the problems of practical neural systems, new signal data, and blind fuzzy approximators. The editors have compiled 20 articles written by prominent researchers covering 15 diverse, practical applications of this nascent topic, exposing the reader to the signal processing power of learning and adaptive systems. This essential reference is intended for researchers, professional engineers, and scientists working in statistical signal processing and its applications in various fields such as humanistic intelligence, stochastic resonance, financial markets, optimization, pattern recognition, signal detection, speech processing, and sensor fusion. Intelligent Signal Processing is also invaluable for graduate students and academics with a background in computer science, computer engineering, or electrical engineering. About the Editors Simon Haykin is the founding director of the Communications Research Laboratory at McMaster University, Hamilton, Ontario, Canada, where he serves as university professor. His research interests include nonlinear dynamics, neural networks and adaptive filters and their applications in radar and communications systems. Dr. Haykin is the editor for a series of books on ôAdaptive and Learning Systems for Signal Processing, Communications and Controlö (Publisher) and is both an IEEE Fellow and Fellow of the Royal Society of Canada. Bart Kosko is a past director of the University of Southern Californias (USC) Signal and Image Processing Institute. He has authored several books, including Neural Networks and Fuzzy Systems, Neural Networks for Signal Processing (Publisher, copyright date) and Fuzzy Thinking (Publisher, copyright date), as well as the novel Nanotime (Publisher, copyright date). Dr. Kosko is an elected governor of the International Neural Network Society and has chaired many neural and fuzzy system conferences. Currently, he is associate professor of electrical engineering at USC." 続きを見る

所蔵情報



芸工図 2F 工学図書室 547.48/H49 2001
013212007002818

書誌詳細

一般注記 "A selected reprint volume."
"IEEE Order No. PC5860" -- T.p. verso
Includes bibliographical references and index
著者標目 Haykin, Simon S., 1931-
Kosko, Bart
Institute of Electrical and Electronics Engineers
件 名 LCSH:Signal processing -- Digital techniques  全ての件名で検索
LCSH:Intelligent control systems
LCSH:Adaptive signal processing
分 類 LCC:TK5102.9
DC21:621.382/2
書誌ID 1001195350
ISBN 0780360109
NCID BA52350836
巻冊次 ISBN:0780360109
登録日 2009.09.18
更新日 2009.09.18

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