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• W164575645 abstract "This paper addresses an algorithm for independent component analysis on the basis of Helmholtz machine, which is an unsupervised learning machine. The algorithm is constructed by two terms. One is a term for obtaining a desired demixing process, which is the conventional rule on the base of the information theory. The other is a term for evaluating whether the inverse system and the set of obtained components are desirable or not. Due to this term, the algorithm effectively works in blind separation of overdetermined mixture with additive noise. We demonstrate the effectiveness by computer simulation." @default.
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• W164575645 date "2003-01-01" @default.
• W164575645 modified "2023-09-26" @default.
• W164575645 title "Independent Component Analysis on the Basis of Helmholtz Machine" @default.
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