DEEPS_classification

Classify EEG Signals

Create directorys for data (DEAP_s has all the dataset from http://www.eecs.qmul.ac.uk/mmv/datasets/deap/)

 mkdir DEAP_s, CONV, MHCTW, CTW

python cwt_classifier.py

 python train_conv_classifier.py

Name		Name	Last commit message	Last commit date
accuracy		accuracy
cross_entropy_loss		cross_entropy_loss
cross_valid_results		cross_valid_results
roc		roc
spectrum_plots		spectrum_plots
time_plots		time_plots
utils		utils
.gitignore		.gitignore
DEAP_position.mat		DEAP_position.mat
LICENSE		LICENSE
README.md		README.md
__init__.py		__init__.py
conv_classifier.py		conv_classifier.py
conv_classifier_v21__t1.log		conv_classifier_v21__t1.log
cwt_classifier.py		cwt_classifier.py
frequecy_feature_extraction.py		frequecy_feature_extraction.py
lag_feature_extraction.py		lag_feature_extraction.py
mlp_classifier_v21__t1.log		mlp_classifier_v21__t1.log
pca_features.py		pca_features.py
time_feature_extraction.py		time_feature_extraction.py
train_conv_classifier.py		train_conv_classifier.py

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