Awesome

DEPRECATION NOTICE

This dataset is now included in moabb. Original pull request to moabb can be found here. This repository will only contains examples and sanity testing of the dataset.

Brain Invaders 2012 Dataset

Repository with basic scripts for using the Brain Invaders 2012a dataset developed at GIPSA-lab. The dataset files and their documentation are all available at

https://zenodo.org/record/2649069

The code of this repository was developed in Python 3 using MNE-Python [1, 2] as tool for the EEG processing.

The package can be downloaded from PyPi:

pip install braininvaders2012

For contributors, it will be necessary to clone the repository on your local machine using git. To make things work, you might need to install some packages. They are all listed in the requirements.txt file and can be easily installed by doing

pip install -r requirements.txt

in your command line.

Then, to ensure that your code finds the right scripts whenever you do import braininvaders2012, you should also do

python setup.py develop

Note that you might want to create a virtual environment before doing all these installations (e.g. using Anaconda).

References

[1] Gramfort et al. "MNE software for processing MEG and EEG data" DOI

[2] Gramfort et al. "MEG and EEG data analysis with MNE-Python" DOI

How to cite?

If you like our work, please cite the following paper:

G. F. P. Van Veen, A. Barachant, A. Andreev, G. Cattan, P. L. Coelho Rodrigues, and M. Congedo, ‘Building Brain Invaders: EEG data of an experimental validation’, GIPSA-lab, Research Report 1, mai 2019. [Online]. Available: https://hal.archives-ouvertes.fr/hal-02126068