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Book Data
Library: University of Arizona
Last Loaded: 07/15/2004
MARC Timestamp: 06/17/2001
Control Number Org.: DLC
Control Number:
MARC Record
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000 02403pam 2200421 a 4504
003 DLC
005 20010617132927.3
008 010412s2001 nyua b 001 0 eng
010 $a2001024709
020 $a047140540X (cloth : alk. paper)
040 $aDLC$cDLC$dOrLoB$dOrLoB-B
042 $apcc
049 $aAZUT
050 00 $aQA278$b.H98 2001
100 1 $aHyvarinen, Aapo.
245 10 $aIndependent component analysis /$cAapo
Hyvèarinen, Juha Karhunen, Erkki Oja.
260 $aNew York ;$aChichester [England] :$bJ.
Wiley,$cc2001.
300 $axxi, 481 p. :$bill. ;$c25 cm.
490 1 $aAdaptive and learning systems for signal
processing, communications, and control.
505 0 $a1. Introduction -- 2. Random Vectors and
Independence -- 3. Gradients and Optimization Methods -- 4.
Estimation Theory -- 5. Information Theory -- 6. Principal
Component Analysis and Whitening -- 7. What is Independent
Component Analysis? -- 8. ICA by Maximization of
Nongaussianity -- 9. ICA by Maximum Likelihood Estimation --
10. ICA by Minimization of Mutual Information -- 11. ICA by
Tensorial Methods -- 12. ICA by Nonlinear Decorrelation and
Nonlinear PCA -- 13. Practical Considerations -- 14.
Overview and Comparison of Basic ICA Methods -- 15. Noisy
ICA -- 16. ICA with Overcomplete Bases -- 17. Nonlinear ICA
-- 18. Methods using Time Structure -- 19. Convolutive
Mixtures and Blind Deconvolution -- 20. Other Extensions --
21. Feature Extraction by ICA -- 22. Brain Imaging
Applications -- 23. Telecommunications -- 24. Other
Applications.
500 $a"A Wiley-Interscience publication."
504 $aIncludes bibliographical references (p. 449-475)
and index.
650 0 $aMultivariate analysis.
650 0 $aPrincipal components analysis.
700 1 $aKarhunen, Juha.
700 1 $aOja, Erkki.
830 0 $aAdaptive and learning systems for signal
processing, communications, and control.
998 $a.b41638475$bsl$c-
902 $a010716
999 $b1$c010701$dm$ea$f-$g0
994 $asl
901 $aR3243358
909 10 $aIndependent component analysis /$cAapo
Hyvp4sarinen, Juha Karhunen, Erkki Oja
904 10 $aUnited States$bWiley-Interscience$bJohn
Wiley$c2001
905 00 $aAdaptive & learning systems for signal
processing, communications, & control
902 $a010616AB0701
980 $a061401$b9637$e7806$f0017451N$g1$h3
981 $aBNA$bMAIN$cSCIEN
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