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Generalised FastICA for Independent Subspace Analysis

Shen, Hao; Hueper, Knut

Description

Independent Subspace Analysis (ISA) was developed as an extension of Independent Component Analysis (ICA) when statistical independences are assumed to exist between groups of components rather than between individual components. Due to the superiority of FastICA against other linear ICA algorithms, an intuitive analogy, the so-called FastISA algorithm, has been proposed to solve the problem of ISA. Experimental evidences so far have shown the capability of FastISA, regardless of any...[Show more]

CollectionsANU Research Publications
Date published: 2007
Type: Conference paper
URI: http://hdl.handle.net/1885/37671
Source: Proceedings of the 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing
DOI: 10.1109/ICASSP.2007.367343

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