sleep stage; EEG; infrared video; distillation

Our dataset can be used to study the relationship between infrared video, EEG and sleep classification, as well as for cross-modal studies. The final version of the dataset contains synchronised IR video features, EEG and labels. We have spent about two years collecting a new dataset. Existing sleep datasets (e.g., MASS, SHHS, Sleep-EDF) contain only physiological electrical signals (EEG, EOG, EMG, etc.). Our dataset contains both these and simultaneous infrared sleep video data.