Dynamic scaling behavior of human brain electroencephalogram
After filtering out the α and β peaks in the power spectrum of the human brain electroencephalogram signals Y(t′), the probability distribution of the variation ΔY(t′)≡Y(t′+Δt)-Y(t′) exhibits a dynamic scaling behavior. The auto-correlation functions, persistence probabilities and detrended fluctuation functions of the time series |ΔY(t′)| all show a nontrivial power-law behavior. These results indicate that the dynamics of the human brain electroencephalogram is long-range correlated in time.
Year of publication: |
2006
|
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Authors: | Yuan, J.W. ; Zheng, B. ; Pan, C.P. ; Wu, Y.Z. ; Trimper, S. |
Published in: |
Physica A: Statistical Mechanics and its Applications. - Elsevier, ISSN 0378-4371. - Vol. 364.2006, C, p. 315-323
|
Publisher: |
Elsevier |
Subject: | Dynamic scaling behavior | Time series | Electroencephalogram |
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