Tài liệu Independent Component Analysis - Chapter 24: Other Applications ppt
Tài liệu Independent Component Analysis - Chapter 24: Other Applications ppt
... time.
441
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
442
OTHER ... 24
Other Applications
In this chapter, we consider some further applications of independent component
analysis (ICA), including analysis of financial ti...
Tài liệu Independent Component Analysis - Chapter 20: Other Extensions pptx
... application.
371
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
372
OTHER ... by independent subspaces
analysis, to be explained next.
20.2.2 Independent subspace analysis
Independent subspace analysis [204] is a simple model...
Tài liệu Independent Component Analysis - Chapter 17: Nonlinear ICA ppt
... instantaneous
315
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
334
NONLINEAR ... form
(17.2)
where is the observed -dimensional data (mixture) vector, is an unknown real-
valued -component mixing function, and is an -vector whose elemen...
Tài liệu Independent Component Analysis - Chapter 14: Overview and Comparison of Basic ICA Methods pptx
... and Newton
273
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
282
OVERVIEW ... and the main choices are between cumulant-based vs.
negentropy/likelihood-based estimation methods, and between one-unit vs. multi-
unit methods. In other wor...
Tài liệu Independent Component Analysis - Chapter 16: ICA with Overcomplete Bases ppt
... developed.
305
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
306
ICA ... Overcomplete
Bases
A difficult problem in independent component analysis (ICA) is encountered if the
number of mixtures is smaller than the number of independe...
Tài liệu Independent Component Analysis - Chapter 18: Methods using Time Structure ppt
... alternatives to the
341
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
342
METHODS ... Time
Structure
The model of independent component analysis (ICA) that we have considered so
far consists of mixing independent random variables,...
Tài liệu Independent Component Analysis - Chapter 19: Convolutive Mixtures and Blind Deconvolution pptx
... convolutive mix-
355
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
356
CONVOLUTIVE ... been given for complex-valued data both in the time domain and -
transform domain. The derived natural gradient rules can be implemented in either...
Tài liệu Independent Component Analysis - Chapter 22: Brain Imaging Applications docx
... given task?
407
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
408
BRAIN ... corresponding to the
independent components fell on the brain regions expected to be activated by the
particular stimulus.
Applications of ICA have been propo...
Tài liệu Independent Component Analysis - Chapter 23: Telecommunications pptx
... that the other
417
Independent Component Analysis. Aapo Hyv
¨
arinen, Juha Karhunen, Erkki Oja
Copyright
2001 John Wiley & Sons, Inc.
ISBNs: 0-4 7 1-4 0540-X (Hardback); 0-4 7 1-2 213 1-7 (Electronic)
436
TELECOMMUNICATIONS
contains ... second-order correlations are re-
moved from the data by whitening. This can be done easily in terms of standard
principal component...
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