Code for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals'
Sleep-EDF dataset:download_sleepedf.py
ISRUC-Sleep dataset:download_ISRUC_S1.sh
preprocess_sleepedf.py
preprocess_ISRUC_S1.py
model_resnet_se_lstm.py