dl-eeg-playground

Deep Learning EEG Playground

SETUP

We assume you are using Anaconda, python 3.5
Install Brain Decode: https://github.com/robintibor/braindecode
- If you are on Windows, You can install PyTorch using these instructions. You only need to go up to step 4.A.
Go through the TrialWise Tutorial: https://robintibor.github.io/braindecode/notebooks/TrialWise_Decoding.html to make sure everything is setup properly
Download this dataset : Two class motor imagery (002-2014) at http://bnci-horizon-2020.eu/database/data-sets
put everything in an new folder (here)/BBCIData/

The remaining of the project is described in our jupyter notebook(s) 1 - Two-Classes Classification (BNCI)

Download 2 - Two-Classes Classification (BNCI) Colab.ipynb and upload it on your Google Drive.
Open Google Colab
Instructions for dataset download and python library installation are described in the Jupyter notebook.

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
Toy Examples		Toy Examples
1 - Two-Classes Classification (BNCI).ipynb		1 - Two-Classes Classification (BNCI).ipynb
2 - Two-Classes Classification (BNCI) Colab.ipynb		2 - Two-Classes Classification (BNCI) Colab.ipynb
README.md		README.md
TrialWise_Example.ipynb		TrialWise_Example.ipynb
pyRiemann.ipynb		pyRiemann.ipynb