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ICA
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. Mutual information (MI) is a common criterion in independent component analysis (ICA) optimization. MI is derived from probability density functions (PDF). There are scen...
TSP
2010
14 years 4 months ago
2010
Abstract--We derive a class of algorithms for independent component analysis (ICA) based on maximum likelihood (ML) estimation and perform stability analysis of natural gradient ML...
SCS
2003
14 years 11 months ago
2003
The decomposition of complex systems into manageable parts is an essential principle when dealing with complex technical systems. However, many safety and reliability modelling te...
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CHES
2001
Springer
15 years 2 months ago
2001
Springer
This paper describes an algorithm and architecture based on an extension of a scalable radix-2 architecture proposed in a previous work. The algorithm is proven to be correct and t...
JMM2
2008
14 years 9 months ago
2008
Unsupervised or Self-Organized learning algorithms have become very popular for discovery of significant patterns or features in the input data. The three prominent algorithms name...