DocumentCode
839492
Title
Fully-multiplicative orthogonal-group ICA neural algorithm
Author
Fiori, S.
Author_Institution
Fac. of Eng., Perugia Univ., Terni, Italy
Volume
39
Issue
24
fYear
2003
Firstpage
1737
Lastpage
1738
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.
Keywords
independent component analysis; iterative methods; neural nets; source separation; tensors; ICA; batch learning algorithm; fast iteration; fully-multiplicative orthogonal-group ICA; neural independent component analysis; statistically independent signals; warped network outputs tensor diagonalisation;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:20031108
Filename
1251549
Link To Document