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Adaptive blind signal and image processing : learning algorithms and applications
Cichocki, Andrzej.
- ISBN:0471607916 (alk. paper)
- Call Number : TK 5102 .9 .C488 2002
- Main Entry: Cichocki, Andrzej.
- Title:Adaptive blind signal and image processing : learning algorithms and applications [electronic resource] / Andrzej Cichocki, Shun-ichi Amari.
- Publisher:Chichester : J. Wiley, 2002.
- Physical Description:xxxi, 554 p. : ill.; 25 cm. + 1 CD-ROM (4 3/4 in.)
- Notes:Includes bibliographical references and index
- Subject:Adaptive signal processing.
- Subject:Machine learning.
- Subject:Algorithms.
- Added Entry:Amari, Shunichi.
محتواي كتاب
- Contents
- List of Figures
- List of Tables
- Preface
- 1. Introduction
- 2. Algebraic Equations Hs=x
- 3. PCA/MCA
- 4. Blind Decorrelation, SOS BSS
- 5. Blind Source Extraction
- 6. Natural Gradient Approach to ICA
- 7. Locally Adaptive Algorithms for ICA/BSS
- 8. ICA for Noisy Data
- 9. Multichannel Blind Deconvolutio, Equalization and Separation
- 10. Superefficiency, Estimating Functions
- 11. State Space Models for Blind Filtering
- 12. Nonlinear State Space Models: Semi-Blind SP
- Appendix:Matrix Differential Calculus
- REFERENCES
- Symbols
- Index