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icaOcularCorrection (version 1.3)

Independent Components Analysis (ICA) based eye-movement correction.

Description

Removes eye-movements artifacts as well as (a portion of) of other noise using the fastICA package. The correction methods is based on Flexer, Bauer, Pripfl, and Dorffner (2005).

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Version

Install

install.packages('icaOcularCorrection')

Monthly Downloads

30

Version

1.3

License

GPL-2

Maintainer

Antoine Tremblay

Last Published

November 3rd, 2011

Functions in icaOcularCorrection (1.3)

plotICs.fnc

Function to plot the ICA-corrected EEG against uncorrected EEG.
den

ICA ocular corrected obeject.
batch.plotICs.fnc

Batch processing for plotICs.fnc.
icaDEN.fnc

Independent Components Analysis based eye-movement correction.
mc.batch.icaDEN.fnc

Multicore batch processing for icaDEN.fnc.
icaOcularCorrection-package

Package to perform Independent Components Analysis (ICA) based eye-movement correction.
defineElectrodeSet.fnc

Generate a vector of channel names and plotting information.
batch.icaDEN.fnc

Batch processing for icaDEN.fnc.
eeg

Data frame from subject 21.