BioengineeringbioRxiv
SingleChannelNet: A Model for Automatic Sleep Stage Classification with Raw Single-Channel EEG
D. Zhou, G. Hu, J. Zhang…·F. Cong
SingleChannelNet is a deep learning model that automatically classifies sleep stages from raw single-channel EEG data, achieving high accuracy without hand-crafted features or multi-modality data.
DOI 10.1016/j.bspc.2022.103592