000 01783 a2200289 4500
003 Nust
005 20170207154016.0
020 _a0-471-60791-6 ;
040 _cNust
082 _a621.3822
100 1 _aCichocki, Andrzej
245 0 0 _aAdaptive blind signal and image processing : (E-Book)
_blearning algorithms and applications
_cAndrzej Cichocki, Shun-Ichi Amari
260 _aChichester :
_bWiley,
_ccop. 2002
300 _axxxi, 554 s. :
_bill. +
_e1 CD-ROM
505 _aIntroduction 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.
520 8 _aThis 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
650 0 _aAdaptive signal processing
650 0 _aAlgorithms
650 0 _aAlgorithms
650 0 _aAlgoritmer
650 0 _aMachine learning
650 0 _aSignal processing
650 0 _aSignal processing
650 0 _aSignalbehandling
651 _aE-Book
700 1 _aAmari, Shun-ichi
942 _2ddc
_cBK
999 _c191456
_d191456