 This study examined the effects of coupling an electrooculogram, OG, signal with an electroencephalogram, HEG, signal on automatic sleep staging. It found that coupling the EOG signal with the EEG signal improved the accuracy of sleep staging compared to using only the EOG signal alone. This article was authored by Hanyu Zhu, Tsongfu, Fengxu, and others.