Fluctuation Analysis of Human Electroencephalogram

Details Fluctuation Analysis of Human Electroencephalogram Fluctuation Analysis of Human Electroencephalogram

2001-05-10

arxiv.org/abs/physics/0105029v2

Physics

Medical Physics

4 pages in RevTeX + 6 figures in eps

Scientific paper

The scaling behaviors of the human electroencephalogram (EEG) time series are studied using detrended fluctuation analysis. Two scaling regions are found in nearly every channel for all subjects examined. The scatter plot of the scaling exponents for all channels (up to 129) reveals the complicated structure of a subject's brain activity. Moment analyses are performed to extract the gross features of all the scaling exponents, and another universal scaling behavior is identified. A one-parameter description is found to characterize the fluctuation properties of the nonlinear behaviors of the brain dynamics.

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