Electroencephalogram eeg is a common base signal used to monitor brain activities and diagnose sleep disorders. 1 signal smoothing using either a moving average with a window of 100 ms or a bandpass filter 0 1 3 hz see andrillon 2015. Manual sleep stage scoring is a time consuming task for sleep experts and is limited by inter rater reliability.
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