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Select hidden unit time courses with the corresponding hypnogram for two subjects in the training data (Left) and two test subjects (Right) not used while training. Hidden states track subject neurobiological state [Wakeful (W) or N1, N2, and N3 sleep stages] just using fMRI activity. The bold lines are the median filtered activation time courses.
