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Kearlay authored Sep 26, 2018
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TensorFlow and Keras implementation of Zhang et al(2018), "EEG-based Intention Recognition from Spatio-Temporal Representations via Cascade and Parallel Convolutional Recurrent Neural Networks" for EEG motar imagery classification on PhysioNet data (https://www.physionet.org/pn4/eegmmidb/). Stacked CNN and RNN were applied on time-distributed sliding windows of raw EEG data.

### Columbia Data Science Institute (DSI) Conference



Acamdemic Reference
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eeg_eval.py | Evaluation of the model based on the history file. - calls the confusion matrix, loss, and accuracy.
eeg_prepare.py | Preprocess the imported EEG data.
gpu_training.sh | Send the eeg_main.py script to the computational nodes. Enter 'sbatch gpu_trainin.sh' on Habanero HPC.


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