Skip navigation
Skip navigation

Generalised FastICA for Independent Subspace Analysis

Shen, Hao; Hueper, Knut


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
Source: Proceedings of the 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing
DOI: 10.1109/ICASSP.2007.367343


File Description SizeFormat Image
01_Shen_Generalised_FastICA_for_2007.pdf122.21 kBAdobe PDF    Request a copy
02_Shen_Generalised_FastICA_for_2007.pdf228.49 kBAdobe PDF    Request a copy
03_Shen_Generalised_FastICA_for_2007.pdf35.43 kBAdobe PDF    Request a copy
04_Shen_Generalised_FastICA_for_2007.pdf66.16 kBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator