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Electroencephalogram (EEG) signal has been found to be the most predictive and reliable indicator in wake-sleep research. It is a real time signal that reflects the brain states of a subject including the alertness. However the study of wake-sleep condition using EEG signal is difficult due to the complexity of the EEG signal itself. The exact underlying dynamics of the EEG data is still questionable...
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