For the phase-sorted amplitude analysis, to test if the gamma-amplitude values (26–34 Hz) systematically changed across the cycle of theta-phase angles (8 Hz), we used a nonparametric Wald-Wolfowitz run test of randomness to determine whether the phase-ordered amplitude bins significantly deviated from a uniform distribution. A significant result indicates that the phase-binned amplitude values exhibit a systematic order.
