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cs.LG2021★ 1 cited
Self-supervised Contrastive Learning for EEG-based Sleep Staging
Xue Jiang, Jianhui Zhao, Bo Du +1
EEG signals are usually simple to obtain but expensive to label. Although supervised learning has been widely used in the field of EEG signal analysis, its generalization performan…
cs.LG2021★ 1 cited
MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging
Xue Jiang
Sleep staging based on electroencephalogram (EEG) plays an important role in the clinical diagnosis and treatment of sleep disorders. In order to emancipate human experts from heav…