Sho's personal EEG processing library

Some codes in MATLAB to process EEG data. Personal library built to use functions and classes mainly from EEGLAB.

Getting Started

If you are starting to clean the EEG data, start by looking into the "preprocess" folder.

Prerequisites

MATLAB 2015 or above required.

Signal processing toolbox
Parallel computing toolbox
EEGLAB - open source EEG processing toolbox
Plugins in EEGLAB - please refer to each classes that use plugins in eeglab and make sure to download and install before utilizing them.

Authors

Sho Nakagome

Current folder structures

dependencies - some files and functions used in the library but not written by me.
fileIO - some importing and exporting functions.
plot - some classes useful for plotting nice figures in MATLAB.
postprocess - some classes and functions used during post processing (e.g. source localization) in EEG study.
preprocess - some classes and functions used for pre processing in EEG study to clean artifacts (e.g. eye related, muscle related, motion related, etc).
stats - some functions and classes for statistical analysis.
utility - other stuffs.

License

This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with this program.  If not, see <http://www.gnu.org/licenses/>.

Acknowledgments

Trieu Phat Luu
EEGLAB developers