TY  - CONF
AU  - Xia, Bin
AU  - Li, Qianyun
AU  - Jia, Jie
AU  - Wang, Jingyi
AU  - Chaudhary, Ujwal
AU  - Ramos-Murguialday, Ander
AU  - Birbaumer, Niels
PY  - 2015
DO  - 10.1109/IJCNN.2015.7280775
SN  - 9781479919604
SN  - 9781479919604
SN  - 9781479919604
SN  - 9781479919604
AB  - In this work, we used single electrooculogram (EOG) signal to perform automatic sleep scoring. Deep belief network (DBN) and combination of DBN and Hidden Markov Models (HMM) are employed to discriminate sleep stages. Under the leave-one-out protocol,...
LA  - eng
PB  - Institute of Electrical and Electronics Engineers Inc.
TI  - Electrooculogram based sleep stage classification using deep belief network
TY  - conference output
ER  -