An Empirical Comparison of Information-Theoretic Criteria in Estimating the Number of Independent Components of fMRI Data

Open Access

Peer-reviewed

Research Article

Mingqi Hui,

Affiliation National Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
⨯
Juan Li,

Affiliation National Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
⨯
Xiaotong Wen,

Affiliation J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, Florida, United States of America
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Li Yao,

Affiliations National Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China, College of Information Science and Technology, Beijing Normal University, Beijing, China
⨯
Zhiying Long

* E-mail: friskying@163.com

Affiliation National Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
⨯

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White noise
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Functional magnetic resonance imaging
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Gaussian noise
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Eigenvalues
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Simulation and modeling
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Preprocessing
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Approximation methods
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Autocorrelation
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