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Linear Geometric ICA: Fundamentals and Algorithms

Theis, Fabian J. ; Jung, Andreas ; Puntonet, Carlos G. ; Lang, Elmar W.
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Date of publication of this fulltext: 05 Aug 2009 13:30


Abstract

Geometric algorithms for linear independent component analysis (ICA) have recently received some attention due to their pictorial description and their relative ease of implementation. The geometric approach to ICA was proposed first by Puntonet and Prieto (1995). We will reconsider geometric ICA in a theoretic framework showing that fixed points of geometric ICA fulfill a geometric ...

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