A Lightweight Segmented Attention Network for Sleep Staging by Fusing Local Characteristics and Adjacent Information - Zhou, Wei; Zhu, Hangyu; Shen, Ning; Chen, Hongyu; Fu, Cong; Yu, Huan; Shu, Feng; Chen, Chen; Chen, Wei (IEEE transactions on neural systems and rehabilitation engineering, 2023)
Keywords: Brain modeling; China; Coders; Computational modeling; Convolutional neural networks; Data mining; Datasets; Deep learning; EEG; Electroencephalography; Feature extraction; Humans; Information processing; Machine learning; Model accuracy; Modules; multi-head attention; multiple multiscale convolutional neural network; Neural networks; Neural Networks, Computer; Quality assessment; Quality control; Recurrent neural networks; residual squeeze and excitation block; Sleep; Sleep disorders; Sleep stage; Sleep Stages; State-of-the-art reviews; time sequence encoder; China