/subject-independent-eeg

Final project for the course Human Data Analytics (UniPD)

Primary LanguageJupyter Notebook

BCI for everyone

A subject-independent approach to EEG data analysis

  • EDA notebook: EEG data EDA and preprocessing using MNE and scipy libraries.

  • Model notebook: Training EEGNet model with preprocessing and data augmentation Keras custom layers to explore and improve the classification of a Motor-Imagery BCI paradigm using EEG data.

Future work:

  1. Experiment with just right and left hand.