CSP_Deep_EEG

This source code is implemented using keras library based on "Automatic ocular artifacts removal in EEG using deep learning" {https://www.sciencedirect.com/science/article/pii/S1746809418300521} paper just for research purposes, though a complete match with the paper is not guaranteed at all.

This project contains:

• Common Spatial Pattern for EEG Feature Extraction
• using Deep Stacked Sparse Autoencoders (Keras) for EEG Denoising
• Support Vector Machine for EEG Classification

Dependencies:

• Please download dataset 1 of the BCI Competition IV available on http://www.bbci.de/competition/iv/#datasets.
• sudo pip install keras
• sudo pip install tensorflow
• sudo pip install sklearn
• sudo pip install matplotlib
• sudo pip install mne
• sudo pip install IPython