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Adaptive blind signal and image processing : learning algorithms and applications

Author: 甘利, 俊一, ; Andrzej Cichocki; Shun'ichi Amari
Publisher: Chichester ; New York : J. Wiley, ©2002.
Edition/Format:   Print book : CD for computer : Document   Computer File : EnglishView all editions and formats
Summary:
Accompanying CD-ROM ... "includes an electronic, interactive version of the book with hyperlinks, full-colour figures, and text."--Page 4 of cover.
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Genre/Form: CD-ROMs
Additional Physical Format: Online version:
Cichocki, Andrzej.
Adaptive blind signal and image processing.
Chichester ; New York : J. Wiley, ©2002
(OCoLC)606740352
Online version:
Cichocki, Andrzej.
Adaptive blind signal and image processing.
Chichester ; New York : J. Wiley, ©2002
(OCoLC)608127468
Material Type: Document, Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: 甘利, 俊一, ; Andrzej Cichocki; Shun'ichi Amari
ISBN: 0471607916 9780471607915
OCLC Number: 48544857
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.
Responsibility: Andrzej Cichocki, Shun-ichi Amari.
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Abstract:

Blind Signal Processing (BSP) is one of the emerging areas in Signal Processing. This volume extends the theories of adaptive blind signal and image processing and provides practical and efficient  Read more...

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