Some dynamical approaches on classifying EEG-Alcohol dataset using EEGNet.
Dataset: EEG-Alcohol link: https://www.kaggle.com/nnair25/Alcoholics
What we can check from the ipynb
- Using Taken's Embedding to visualize the difference of EEG signal by channel in each trial.
- Possibility of channel reduction using sample entropy ratio in classification using EEGNet