Research Project for ECE 239as Deep Learning and Neural Networks at UCLA

Lawrence Chen Vignesh Sairaj Aditya Joglekar Sean Derman

EEG_RNN.ipynb: Notebook with model implementation and training of RNN architecture. two_dim_cnn.py: Implementation of CNN architecture for 22 EEG nodes data. cnn_experiment.py Implementation of CNN architecture for 22 EEG nodes and 3 EOG nodes data. spatio_temporal_CNN_EEG.ipynb: Notebook with model implementation and training of spatio-temporal CNN.

checkpoints: Folder containing some model checkpoints and model json.