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Adaptive blind signal and image processing : learning algorithms and applications
Cichocki, Andrzej.
اطلاعات کتابشناختی
Adaptive blind signal and image processing : learning algorithms and applications
Author :
Cichocki, Andrzej.
Publisher :
J. Wiley,
Pub. Year :
2002
Subjects :
Adaptive signal processing. Machine learning. Algorithms.
Call Number :
TK 5102 .9 .C488 2002
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فهرست مطالب
Contents
(5)
List of Figures
(17)
List of Tables
(27)
Preface
(29)
1. Introduction
(33)
2. Algebraic Equations Hs=x
(75)
3. PCA/MCA
(119)
4. Blind Decorrelation, SOS BSS
(161)
5. Blind Source Extraction
(209)
6. Natural Gradient Approach to ICA
(263)
7. Locally Adaptive Algorithms for ICA/BSS
(305)
8. ICA for Noisy Data
(337)
9. Multichannel Blind Deconvolutio, Equalization and Separation
(367)
10. Superefficiency, Estimating Functions
(415)
11. State Space Models for Blind Filtering
(455)
12. Nonlinear State Space Models: Semi-Blind SP
(475)
Appendix:Matrix Differential Calculus
(485)
REFERENCES
(497)
Symbols
(579)
Index
(584)
