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Independent Component Analysis
Published on 2007-02-2527377 Views
The course provides an introduction to independent component analysis and source separation. We start from simple statistical principles; examine connections to information theory and to sparse coding
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Presentation
Independent Component Analysis00:00
Introduction01:15
ICA and BSS in a nutshell03:37
Independent component analysis05:46
slide_1a07:27
Motivations08:41
Electro-cardiogram signals with 8 sensors13:22
A linear decomposition...15:29
Electro-oculogram (EOG)17:55
Speech separation a.k.a. the cocktail party problem28:46