This is a library of wrappers over the EEGLAB's functions. This library includes wrappers over the basic functionalities of importing, cleaning (filtering), channel-based ICA, and artefact-rejection (using Multiple Artefact Rejection Algorithm, a.k.a. MARA).
Note: This repository is a work-in-progress and the functions are updated every once in a while.
Make sure that EEGLAB is already downloaded on your system, and the path to the toolbox is specified.
Clone the toolbox using git commandline or download and unzip using the GUI. Then, initialize the toolbox by specifying the path as mentioned above, or locally specify the path by adding:
addpath('\Your\...\path\...\to\...\neo_eeglab_wrapper_toolbox'); % initialize NEWTDetailed usage of each function can be found using the help command in MATLAB command-line.
| Functionality | Wrapper Functions | Comments |
|---|---|---|
| Import EEG Data | 1.1. import_data_eeglab | Currently only imports matlab arrays and EDF files. |
| Rereferencing Channels | 2.1. reref_channels_eeglab | Rereferencing to a common or differential is not coded and needs to be done manually. |
| Filter Dataset | 3.1. filter_data_eeglab 3.2. apply_multifilt_eeglab |
Single filter function. Multiple filters stored as multiple datasets. |
| Retrieving a Dataset | 4.1. retr_data_eeglab | - |
| Artefact Rejection | 5.1. reject_artefacts_eeglab | Runs ICA and MARA both - for independent ICA rejection, manually run ICA. |
- EEGLAB toolbox for neuro-electrophysiological signal-processing, Swartz Center for Computational Neuroscience (University of California San Diego), found at: https://sccn.ucsd.edu/eeglab/index.php.
- Multiple Artefact Rejection Algorithm (MARA), EEGLAB Plug-In, found at: https://irenne.github.io/artifacts/
This repository licensed under the terms of the MIT license.