In this paper we present a new theoretical characterization of the solutions to the Independent Component Analysis (ICA) problem. As an application, we also propose an algorithm that is directly based on that theoretical characterization. The algorithm has a very low computational complexity, and the experiments show that it is fast and reliable. © 2011 Springer-Verlag.
CITATION STYLE
Martín-Clemente, R., Hornillo-Mellado, S., & Camargo-Olivares, J. L. (2011). Fast independent component analysis using a new property. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6692 LNCS, pp. 477–483). https://doi.org/10.1007/978-3-642-21498-1_60
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