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Everything about EEGLAB

EEGLAB is a MATLAB toolbox distributed under the free BSD license for processing data from electroencephalography (EEG), magnetoencephalography (MEG), and other electrophysiological signals. Along with all the basic processing tools, EEGLAB implements independent component analysis (ICA), time/frequency analysis, artifact rejection, and several modes of data visualization. EEGLAB allows users to import their electrophysiological data in about 20 binary file formats, preprocess the data, visualize activity in single trials, and perform ICA. Artifactual ICA components may be subtracted from the data. Alternatively, ICA components representing brain activity may be further processed and analyzed. EEGLAB also allows users to group data from several subjects, and to cluster their independent components. Wikipedia →

🧭 Start here: a 6-step reading path

  1. Read the overview: EEGLABA 5-minute orientation
  2. Skim a recent paper: The bibliometric analysis of EEGLAB software in the Web of Science indexed articlesInfluential work since 2022
  3. Pick up a classic book: Estrazione Dei Ritmi Cerebrali Da Tracciati Elettroencefalografici - Guida Pratica All'utilizzo Del Toolbox EEGLab Di MatlabThe most-reprinted book on the subject
  4. Read the landmark paper: EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysisCited 23,985 times
  5. Go sideways: MNE-PythonA closely related topic
  6. Go sideways: FieldTripA closely related topic

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