Complex networks; bipolar EEG; monopolar recordings; single-channel EEG; clustering coefficient; average shortest path; sleep stage classification

Complex networks have been successfully applied to sleep stage analysis and classification. However, whether the electroencephalogram (EEG) montage reference will affect the network properties is still unclear.