A practical introduction to EEG Time-Frequency Principal Components Analysis (TF-PCA)

A practical introduction to EEG Time-Frequency Principal Components Analysis (TF-PCA)

This EEG methods tutorial provides both a conceptual and practical introduction to a promising data reduction approach for time-frequency representations of EEG data: Time-Frequency Principal Components Analysis (TF-PCA). Briefly, the unique value of TF-PCA is that it provides a data-reduction appro...

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Bibliographic Details
Main Authors: George A. Buzzell, Yanbin Niu, Selin Aviyente, Edward Bernat
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Developmental Cognitive Neuroscience
Subjects:
EEG
Analysis methods
Time-frequency
Principal components analysis
PCA
Development
Online Access:http://www.sciencedirect.com/science/article/pii/S1878929322000573

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http://www.sciencedirect.com/science/article/pii/S1878929322000573

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