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词汇 Independent component analysis
分类 英语词汇 英语翻译词典
释义

Independent component analysis

中文百科

独立成分分析

在统计学中,独立成分分析独立分量分析(Independent components analysis,缩写:ICA) 是一种利用统计原理进行计算的方法。它是一个线性变换。这个变换把数据或信号分离成统计独立的非高斯的信号源的线性组合。独立成分分析是盲信号分离(Blind source separation)的一种特例。

英语百科

Independent component analysis 独立成分分析

Independent component analysis in EEGLAB

In signal processing, independent component analysis (ICA) is a computational method for separating a multivariate signal into additive subcomponents. This is done by assuming that the subcomponents are non-Gaussian signals and that they are statistically independent from each other. ICA is a special case of blind source separation. A common example application is the "cocktail party problem" of listening in on one person's speech in a noisy room.

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