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Kernel and nonlinear canonical correlation analysis
1Applied Computational Intelligence Research Unit, The University of Paisley, Scotland.
International Journal of Neural Systems
|February 24, 2001
Abstract:
We review a neural implementation of the statistical technique of Canonical Correlation Analysis (CCA) and extend it to nonlinear CCA. We then derive the method of kernel-based CCA and compare these two methods on real and artificial data sets before using both on the Blind Separation of Sources.