End-to-end sleep staging with raw single channel EEG using deep residual convnets
Published in IEEE EMBS BHI, 2020
This work presents an end-to-end sleep staging system using raw single-channel EEG and deep residual convolutional networks, demonstrating strong performance for clinical sleep analysis.
Recommended citation: Humayun, A. I., Sushmit, A., Hasan, T., Bhuiyan, M. I. H., … (2020). "End-to-end sleep staging with raw single channel EEG using deep residual convnets." IEEE EMBS BHI.
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