24 citations · 52 across the 4 of their papers we have counts for
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eess.SP2024★ 24 cited
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
Yiqiao Liao, Chao Zhang, Milin Zhang +2
This paper proposed LightSleepNet - a light-weight, 1-d Convolutional Neural Network (CNN) based personalized architecture for real-time sleep staging, which can be implemented on…
eess.SP2024★ 15 cited
Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG
Chao Zhang, Yiqiao Liao, Siqi Han +3
This paper proposed a Multi-Channel Multi-Domain (MCMD) based knowledge distillation algorithm for sleep staging using single-channel EEG. Both knowledge from different domains and…