This Dataverse is for TNSRE work: "An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG" published in the IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021.
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Preprocessed Sleep-EDF-78 dataset
Mar 8, 2022
Eldele, Emadeldeen, 2022, "Preprocessed Sleep-EDF-78 dataset", https://doi.org/10.21979/N9/EUHGHS, DR-NTU (Data), V1
Preprocessed files of Sleep-EDF-78 dataset used in AttnSleep work https://ieeexplore.ieee.org/document/9417097
Preprocessed SHHS1 dataset
Mar 8, 2022
Eldele, Emadeldeen, 2022, "Preprocessed SHHS1 dataset", https://doi.org/10.21979/N9/EAMYFO, DR-NTU (Data), V1
Preprocessed files of SHHS1 dataset used in AttnSleep work https://ieeexplore.ieee.org/document/9417097
Preprocessed Sleep-EDF-20 dataset
Mar 8, 2022
Eldele, Emadeldeen, 2022, "Preprocessed Sleep-EDF-20 dataset", https://doi.org/10.21979/N9/MA1AVG, DR-NTU (Data), V1
Preprocessed files of Sleep-EDF dataset used in AttnSleep work https://ieeexplore.ieee.org/document/9417097
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