Interpretation of scaling properties of electroencephalographic fluctuations via spectral analysis and underlying physiology.
Detrended fluctuation analysis has recently demonstrated the existence of two approximate temporal scaling regimes in locally detrended human electroencephalographic (EEG) fluctuations, and has suggested a connection between the location of the breakpoint between regimes and the alpha resonance near 10 Hz. It is shown here that these scalings can be explained in terms of the filtering of the underlying power spectrum implied by the detrending process. Using a recent physiologically based model of EEG generation, the main features of the scalings, and deviations from them, are related to the underlying physiology of dendritic propagation and muscle electrical activity, and it is concluded that the effects of such physiological features are usually clearer in spectra.
Robinson
P A
PA
School of Physics, University of Sydney, New South Wales 2006, Australia.
D004569:Electroencephalography / Q000379:methods*; D006801:Humans; D008953:Models, Anatomic; D015233:Models, Statistical; D013223:Statistics as Topic; D013997:Time Factors