TY - GEN AU - Cichocki,Andrzej AU - Amari,Shun-ichi TI - Adaptive blind signal and image processing : (E-Book): learning algorithms and applications SN - 0-471-60791-6 ; U1 - 621.3822 PY - 2002/// CY - Chichester PB - Wiley KW - Adaptive signal processing KW - Algorithms KW - Algoritmer KW - Machine learning KW - Signal processing KW - Signalbehandling KW - E-Book N1 - Introduction To Blind Signal Processing: Problems And Applications. Solving A System Of Algebraic Equations And Related Problems. Principal/Minor Component Analysis And Related Problems. Blind Decorrelation And SOS For Robust Blind Indentification. Sequential Blind Signal Extraction. Natural Gradient Approach To Independent Component Analysis Robust Techniques For BSS And ICA With Noisy Data. Locally Adaptive Algorithsm For ICA And Their Implementations. Multichannel Blind Deconvolution -Natural Gradient Approach. Estimating Functions And Superefficiency For ICA And Deconvolution Blind Filtering And Separation Using State-Space Approach. Nonlinear State Space Models -Semi-Blind Signal Processing N2 - This volume unifies and extends the theories of adaptive blind signal and image processing and provides practical and efficient algorithms for blind source separation, independent, principal and minor component analysis, and multichannel blind deconvolution (MBD) and equalization ER -