Automatic correction of ocular artifacts in the EEG: a comparison of regression-based and component-based methods

A variety of procedures have been proposed to correct ocular artifacts in the electroencephalogram (EEG), including methods based on regression, principal components analysis (PCA) and independent component analysis (ICA). The current study compared these three methods, and it evaluated a modified r...

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Veröffentlicht in:	International journal of psychophysiology 2004-07, Vol.53 (2), p.105-119
Hauptverfasser:	Wallstrom, Garrick L, Kass, Robert E, Miller, Anita, Cohn, Jeffrey F, Fox, Nathan A
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive filter Adult Analysis Bayes Theorem Behavioral psychophysiology Biological and medical sciences Electroencephalography Electrooculography Electrophysiology Fundamental and applied biological sciences. Psychology Humans Independent components analysis Ocular artifact Ocular Physiological Phenomena Principal Component Analysis Principal components Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Psychometrics. Statistics. Methodology Regression Regression Analysis Statistics. Mathematics
Online-Zugang:	Volltext
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