Intelligent signal processing

by Haykin, Simon S. Kosko, Bart

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Title Statements

Full title :Intelligent signal processing / edited by Simon Haykin, Bart Kosko.

Edition Statements

Publication Date:©2001.

Publication Statements

Publisher(s):IEEE Press
Place of Publication:New York
Language:eng
Publication Date:©2001.

Notes

"A selected reprint volume."

"IEEE order no. PC5860"--Title page verso.

The Physical Object

Description:xxi, 573 pages : : illustrations (some color), 2 pages of plates ; : 29 cm

Edition Identifiers

ISBN:0780360109, 9780780360105
oclc:ocm44775456
LC Classification:TK5102.9
Dewey Decimal:621.382/2

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.

Subjects

Aangepaste technologie adaptive control Adaptive signal processing Commande intelligente Digital techniques Digitale technieken expertsystemen Intelligent control systems signaalverwerking Signal processing Signal processing -- Digital techniques Traitement adaptatif du signal Traitement du signal -- Techniques numé…