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
SC4001E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 9.6 MB - MD5: 947b2c2fbc49f3f295b1eca8311a1182
SC4002E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 12.9 MB - MD5: 55510c4ed877d5c5ddccb8952820a1b0
SC4011E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 12.6 MB - MD5: f37de294551673a98f5c17329fdf64dd
SC4012E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 13.6 MB - MD5: d22acf69604e190de0c9c3a9e0cc5755
SC4021E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 11.7 MB - MD5: 27b200c9398456143edd2e5ada943f30
SC4022E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 11.6 MB - MD5: 3e20a101bb5cbfdbe584e5c365e91dc3
SC4031E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 10.9 MB - MD5: bf6710fdad97c86e3b465cda45fbf7b2
SC4032E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 10.4 MB - MD5: f702406c2a1ef976547548d4501a557a
SC4041E0.npz
Mar 8, 2022 - Preprocessed Sleep-EDF-78 dataset
Unknown - 14.1 MB - MD5: 0dd83728940a95ee399f46f85b33f132
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