Referenced Items are not available for this document.
In this paper, an on-line implementation of the simultaneous diagonalization (SD) of two different symmetric matrices is addressed. A two-stage neural network which consists of self-normalizing decorrelation and extended Oja's rule, is presented for an on-line implementation of SD. The SD of the 2nd- and 4th-order moment matrices is known as one solution to the blind sources separation problem. It will be shown that the two-stage network presented can recover the source signals from a linear mixture without the knowledge of the mixing matrix and the distribution of the source signals
Published in:
Circuits and Systems, 1996., IEEE 39th Midwest symposium on
(Volume:2
)
Date of Conference: 18-21 Aug 1996
- Page(s):
- 827 - 830 vol.2
- Meeting Date :
- 18 Aug 1996-21 Aug 1996
- Print ISBN:
- 0-7803-3636-4
- INSPEC Accession Number:
- 5615064
- Conference Location :
- Ames, IA
- Digital Object Identifier :
- 10.1109/MWSCAS.1996.588042
- Product Type:
- Conference Publications
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