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Survey on Independent Component
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Objective (Contrast) Functions for ICA
Introduction
Objective functions vs. algorithms
Multi-unit contrast functions
Likelihood and network entropy
Mutual information and Kullback-Leibler divergence
Non-linear cross-correlations
Non-linear PCA criteria
Higher-order cumulant tensors
Weighted covariance matrix
One-unit contrast functions
Negentropy
Higher-order cumulants
General contrast functions
A unifying view on contrast functions
Aapo Hyvarinen
1999-04-23