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Based on information theoretic approach and projection pursuit approach, Hyva??rinen and Oja have introduced a family of novel contrast functions for independent component analysis (ICA) and proposed a Fast-ICA algorithm. Fast-ICA algorithm converges fast but it is not robust for colored sources such as biomedical signals. By optimizing Fast-ICA's contrast function, and applying natural Riemannian...