Book Cover
Book
Author Cichocki, Andrzej.

Title Adaptive blind signal and image processing : learning algorithms and applications / Andrzej Cichocki, Shun-ichi Amari
Edition Reprinted with corrections, Oct. 2005
Published Chichester ; New York : J. Wiley, 2005
©2002

Copies

Location Call no. Vol. Availability
 W'PONDS  621.3822 Chi/Abs 2005  AVAILABLE
Description xxxi, 554 pages : illustrations ; 25 cm + 1 CD-ROM (4 3/4 in.)
Contents 1. Introduction to Blind Signal Processing: Problems and Applications -- 2. Solving a System of Algebraic Equations and Related Problems -- 3. Principal/Minor Component Analysis and Related Problems -- 4. Blind Decorrelation and SOS for Robust Blind Identification -- 5. Sequential Blind Signal Extraction -- 6. Natural Gradient Approach to Independent Component Analysis -- 7. Locally Adaptive Algorithms for ICA and their implementations -- 8. Robust Techniques for BSS and ICA with Noisy Data -- 9. Multichannel Blind Deconvolution: Natural Gradient Approach -- 10. Estimating Functions and Superefficiency for ICA and Deconvolution -- 11. Blind Filtering and Separation Using a State-Space Approach -- 12. Nonlinear State Space Models - Semi-Blind Signal Processing -- App. A. Mathematical Preliminaries
Notes One CD-ROM in pocket attached to inside back cover
Bibliography Includes bibliographical references (pages 453-534) and index
Subject Adaptive signal processing.
Machine learning.
Algorithms.
Author Amari, Shun'ichi.
ISBN 0471607916 alkaline paper
9780471607915 alkaline paper