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…