Back to Search Start Over

Fully-multiplicative orthogonal-group ICA neural algorithm.

Authors :
Fiori, S.
Source :
Electronics Letters (Institution of Engineering & Technology). 11/27/2003, Vol. 39 Issue 24, p1737-1738. 2p.
Publication Year :
2003

Abstract

A fully-multiplicative, batch learning algorithm for neural independent component analysis (ICA) on the orthogonal group O(N) is presented. It exploits the known principle of diagonalisation of a tensor of a warped network's outputs, which is achieved through fast iteration. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*ALGORITHMS
*ARTIFICIAL neural networks
*ITERATIVE methods (Mathematics)
*ELECTRONICS

Details

Language :
English
ISSN :
00135194
Volume :
39
Issue :
24
Database :
Academic Search Index
Journal :
Electronics Letters (Institution of Engineering & Technology)
Publication Type :
Academic Journal
Accession number :
11589372
Full Text :
https://doi.org/10.1049/el:20031108
Full Text Access
View/download PDF

Tools

Authors Abstract Subjects Details