A deflationary super-exponential method for solving independent component analysis with additive Gaussian noise

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• 作者：Kawamoto ; Mitsuru ; Ito ; Masanori ; Ohata ; Masashi ; Inouye ; Yujiro
• 关键词：Independent component analysis (ICA) ; Super-exponential method ; Deflationary approach ; Gaussian noise
• 刊名：International Congress Series
• 出版年：2004
• 出版时间：August, 2004
• 年：2004
• 卷：1269
• 期：Complete
• 页码：157-160
• 全文大小：148 K

文摘

In this paper, we propose a new method for solving independent component analysis (ICA) with additive Gaussian noise. One of the properties of our proposed method is to use only higher-order cumulants of observations.