An Empirical Comparison of Information-Theoretic Criteria in Estimating the Number of Independent Components of fMRI Data
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منابع مشابه
An Empirical Comparison of Information-Theoretic Criteria in Estimating the Number of Independent Components of fMRI Data
BACKGROUND Independent Component Analysis (ICA) has been widely applied to the analysis of fMRI data. Accurate estimation of the number of independent components of fMRI data is critical to reduce over/under fitting. Although various methods based on Information Theoretic Criteria (ITC) have been used to estimate the intrinsic dimension of fMRI data, the relative performance of different ITC in...
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ژورنال
عنوان ژورنال: PLoS ONE
سال: 2011
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0029274