EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis

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EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis

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by Arnaud Delorme , Scott Makeig

Venue:	J. Neurosci. Methods
Citations:	886 - 45 self

BibTeX

@ARTICLE{Delorme_eeglab:an,
    author = {Arnaud Delorme and Scott Makeig},
    title = {EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis},
    journal = {J. Neurosci. Methods},
    year = {},
    pages = {21}
}

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Abstract

Abstract: We have developed a toolbox and graphic user interface, EEGLAB, running under the cross-platform MATLAB environment (The Mathworks, Inc.) for processing collections of single-trial and/or averaged EEG data of any number of channels. Available functions include EEG data, channel and event information importing, data visualization (scrolling, scalp map and dipole model plotting, plus multi-trial ERP-image plots), preprocessing (including artifact rejection, filtering, epoch selection, and averaging), Independent Component Analysis (ICA) and time/frequency decompositions including channel and component cross-coherence supported by bootstrap statistical methods based on data resampling. EEGLAB functions are organized into three layers. Top-layer functions allow users to interact with the data through the graphic interface without needing to use MATLAB syntax. Menu options allow users to tune the behavior of EEGLAB to available memory. Middle-layer functions allow users to customize data processing using command history and interactive ‘pop ’ functions. Experienced MATLAB users can use EEGLAB data structures and stand-alone signal processing functions to write custom and/or batch analysis scripts. Extensive function help and tutorial information are included. A ‘plug-in ’ facility allows easy incorporation of new EEG modules into the main menu. EEGLAB is freely available

Keyphrases

independent component analysis open source toolbox single-trial eeg dynamic eeg data dipole model plotting top-layer function menu option plug-in facility extensive function help stand-alone signal processing function middle-layer function graphic interface artifact rejection interactive pop function scalp map graphic user interface tutorial information time frequency decomposition component cross-coherence eeglab data structure new eeg easy incorporation available function analysis script matlab syntax available memory main menu bootstrap statistical method multi-trial erp-image plot epoch selection data visualization experienced matlab user eeglab function cross-platform matlab environment command history event information importing

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