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STDP-GCN

Automatic Sleep Staging Using Adaptive Graph Convolutional Networks With STDP Mechanism model_architecture

How to run

Data can be downloaded by get_ISRUC_S3_win.sh

Preprocess

Thanks for Jiaziyu's data preprocess files which is a great contribution to this work.

python isruc_s3_preprocess.py

Train Model

python train.py