基于深度卷积神经网络的睡眠分期模型

贾子钰,林友芳,张宏钧,王晶

Sleep stage classification model based ondeep convolutional neural network

Zi-yu JIA,You-fang LIN,Hong-jun ZHANG,Jing WANG

表 1 Sleep-EDF睡眠分期情况

Tab.1 Sleep-EDF sleep staging

指标 数量 所占比例/% W 7927 18.90 N1 2804 6.68 N2 17799 42.43 N3 5703 13.59 REM 7717 18.40