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Blending Independent Components and Principal Components Analysis

2. Independent components analysis (ICA)

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2.1   What does ICA aim to achieve?

2.2   Linear combination versus distribution mixtures

2.3   The underlying rationale for ICA

2.4   Signal mixtures

2.5   Projection pursuit

2.6   Infomax and maximum likelihood Independent component analysis

2.7   Complexity pursuit

2.8   Gradient Ascent

 


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