LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG - Liao, Yiqiao; Zhang, Chao; Zhang, Milin; Wang, Zhihua; Xie, Xiang (IEEE transactions on circuits and systems. II, Express briefs, 2022)
Keywords: Accuracy; Adaptive algorithms; Artificial neural networks; channel shuffle; CNN; Convolution; Customization; Electroencephalography; Feature extraction; Floating point arithmetic; light-weight architecture; Neurons; Parameters; personalized healthy equipment; Real-time systems; Redundancy; Signal classification; Sleep; Sleep staging; Training; Weight reduction