Independent Components Analysis (ICA) based artifact correction.


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Documentation for package ‘icaOcularCorrection’ version 3.0.0

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icaOcularCorrection-package Independent Components Analysis (ICA) based eye-movement correction (HEOG and VEOG) and correction of other known (i.e., recorded; e.g., ECG, GSR, ...) or unknown (i.e., not recorded) sources of noise.
get.peaks Get the time value of one or more peaks.
icac ICA noise correction.
icaOcularCorrection Independent Components Analysis (ICA) based eye-movement correction (HEOG and VEOG) and correction of other known (i.e., recorded; e.g., ECG, GSR, ...) or unknown (i.e., not recorded) sources of noise.
mwd.thrsh Multiple wavelet decomposition thresholding.
plot_avgba Plot the average waveforms at each channel before and after correction.
plot_nic Plot an independent component with superimposed noise signal at a particular trial.
plot_trba Plot the corrected and uncorrected time course at a specific channel for each trial.
plot_tric Plot the time course of an independent component at each trial.
summary.icac Print and/or return the correction summary of an "icac" object.
topo_ic Plot the topographic map of an independent component.
update.icac Update the correction performed by function 'icac'.