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Now, if one want to remove component number 2 from the data (for instance if component number 2 proved to be an artifact), one can simply subtract the matrix above (XC2) from the original data X. Note that in the matrix computed above (XC2) all the columns are proportional, which mean that the scalp activity is simply scaled. For this reason, we denote the columns of the W-1 matrix, the scalp ...

arnauddelorme.com/ica_for_dummies/

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