Fig. 2. Example of Inputs, labels and predictions.

Hypnogram of a healthy subject shows typical 60–90 min sleep cycles with more deep sleep in the first half of the night and more REM in the second half. The predicted stages track the reference very well and are also “smooth” compared with the reference, i.e they have fewer rapid stage bouts that only last 1 or 2 epochs.