An Experimental Comparison of Neural ICA Algorithms (1998)
by
Xavier Giannakopoulos
,
Juha Karhunen
,
Erkki Oja
| Venue: | In Proc. Int. Conf. on Arti��cial Neural Networks (ICANN'98 |
| Citations: | 10 - 3 self |
BibTeX
@INPROCEEDINGS{Giannakopoulos98anexperimental,
author = {Xavier Giannakopoulos and Juha Karhunen and Erkki Oja},
title = {An Experimental Comparison of Neural ICA Algorithms},
booktitle = {In Proc. Int. Conf. on Arti��cial Neural Networks (ICANN'98},
year = {1998},
pages = {651--656}
}
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Abstract
Several neural algorithms for Independent Component Analysis (ICA) have been introduced lately, but their computational properties have not yet been systematically studied. In this paper, we compare the accuracy, convergence speed, computational load, and other properties of five prominent neural or semi-neural ICA algorithms. The comparison reveals some interesting differences between the algorithms.
Citations
| 5 | iComparison of adaptive independent component analysis algorithms,j Dipl.Eng thesis made for EPFL - Giannakopoulos - 1998 |
| 2 | Hvam Laheld - Cardoso, B - 1996 |
