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" Intelligent signal processing / "
edited by Simon Haykin, Bart Kosko
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BL
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| Record Number
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634235
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| Doc. No
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dltt
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| Title & Author
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Intelligent signal processing /\ edited by Simon Haykin, Bart Kosko
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| Page. NO
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xxi, 573 pages, 2 pages of plates :: illustrations (some color) ;; 29 cm
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| ISBN
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0780360109
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: 9780780360105
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| Notes
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"A selected reprint volume."
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"IEEE order no. PC5860"--Title page verso
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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Humanistic intelligence : "wear comp" as a new framework and application for intelligent signal processing -- Adaptive Stochastic resonance -- Learning in the presence of noise -- Incorporating prior information in machine learning by creating virtual examples -- Deterministic annealing for clustering, compression, classification, regression, and speech recognition -- Local dynamic modeling with self-organizing maps and applications to nonlinear system identification and control -- A signal processing framework based on dynamic neural networks with application to problems in adaptation, filtering and classification -- Semiparametric support vector machines for nonlinear model estimation -- Gradient-based learning applied to document recognition -- Pattern recognition using a family of design algorithms based upon generalized probabilistic descent method -- An approach to adaptive classification -- Reduced-rank intelligent signal processing with application to radar -- Signal detection in a nonstationary environment reformulated as an adaptive pattern classification problem -- Data representation using mixtures of principal components -- Image denoising by sparse code shrinkage
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| Subject
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Signal processing-- Digital techniques
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| Subject
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Intelligent control systems
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| Subject
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Adaptive signal processing
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| Dewey Classification
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621.382/2
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| LC Classification
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TK5102.9.I5455 2001
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| Added Entry
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Haykin, Simon S.,1931-
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Kosko, Bart
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