run_ICA: ICA for EEG data

Description Usage Arguments Methods (by class) Author(s)

View source: R/run_ICA.R

Description

Implements SOBI ICA. Although SOBI exists in R already, thanks to the JADE package, it doesn't respect epoch boundaries when computing correlations across different time lags. This is a port of SOBI from EEGLAB. Currently only works on epoched data.

Usage

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run_ICA(data, ...)

## S3 method for class 'eeg_epochs'
run_ICA(data, method = "sobi", maxit = 500, ...)

Arguments

data

Data frame to be ICAed.

...

Other parameters passed to function.

method

"sobi", "fastica", or "infomax"

maxit

maximum number of iterations of the Infomax and Fastica ICA algorithms.

Methods (by class)

Author(s)

Matt Craddock matt@mattcraddock.com


neuroconductor-devel-releases/eegUtils documentation built on May 5, 2020, 3:49 a.m.