joshualin24 / EEG_demo

MIT License
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EEG_demo

Note [https://docs.google.com/document/d/1Aonn9KBazC3oPj06o7a4qoS1bSZTf4fO9-azNlpPHq0/edit?usp=sharing]

Reproduction

To reproduce the environment we used in Colab, create a virtual environment with your favorite choice and run

pip install -r requirements.txt

, or if you prefer using conda, run

conda env create -f environment.yaml
conda activate ssleeg

to create and activate an environment named ssleeg.

EEGBCI Dataset

Run Annotation Description Class Label
1 T0 Baseline, eyes open 0
2 T0 Baseline, eyes closed 1
3, 7, 11 T1 Open and close left fist 2
T2 Open and close right fist 3
4, 8, 12 T1 Imagine opening and closing left fist 4
T2 Imagine opening and closing right fist 5
5, 9, 13 T1 Open and close both fists 6
T2 Open and close both feet 7
6, 10, 14 T1 Imagine opening and closing both fists 8
T2 Imagine opening and closing both feet 9