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Updated: Aug 14, 2026

Uncovering Beat Deafness: Detecting Rhythm Disorders with Synchronized Finger Tapping and Perceptual Timing Tasks
Published on: March 16, 2015
Statistical analysis of timing errors
Mingzhou Ding1, Yanqing Chen, J A Scott Kelso
1Center for Complex Systems and Brain Sciences, Florida Atlantic University, Baton Raton, FL 33431, USA. ding@walt.ccs.fau.edu
Abstract:
Human rhythmic activities are variable. Cycle-to-cycle fluctuations form the behavioral observable. Traditional analysis focuses on statistical measures such as mean and variance. In this article we show that, by treating the fluctuations as a time series, one can apply techniques such as power spectra and rescaled range analysis to gain insight into the mechanisms underlying the remarkable abilities of humans to perform a variety of rhythmic movements, from maintaining memorized temporal patterns to anticipating and timing their movements to predictable sensory stimuli.
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