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Tytuł artykułu

Deterministic brain oscillations in the magnetoencephalogram

Warianty tytułu

Języki publikacji

EN

Abstrakty

EN
Determinism is a special property of some systems and is defined by its state-space behavior in which the trajectories in time never intersect. Whether or not determinism exists in brain activities is a question that may be resolved by analysis of the dynamical properties of the electroencephalogram (EEG) or magnetoencephalogram (MEG). We will show that even though there are strong nonstationarities in most brain behaviors, small epochs of deterministic dynamics can still be observed. We will also show that the local Lyapunov exponents are measures that can demonstrate smooth transitions into these deterministic states.

Wydawca

-

Rocznik

Tom

60

Numer

2

Opis fizyczny

p.195-202,fig.

Twórcy

autor
  • Heinrich-Heine University Dusseldorf, 5 Moorenstr., D-40225 Dusseldorf, Germany
autor

Bibliografia

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  • Kowalik Z.J., Elbert T„ Hoke M. (1993). Mapping dynamic brain functions: The largest Lyapunov exponents derived from multi-channel magnetoencephalography. In: Nonli­near dynamical analysis of the EEG (Eds. B.H. Jansen and M.E. Brandt). World Scientific, Singapore, p. 156-164.
  • Kowalik Z.J., Elbert T„ Roberts L.E., Hoke M. (1997) Rela­tivity of dynamical measures in study of the human brain - local Lyapunov exponent as a tool for comparative studies. In: Nonlinear analysis of physiological data (Eds. H. Kantz, J. Kurths and G. Mayer-Kress). Springer Books of Sy­nergetics, Berlin, p. 221.
  • Kowalik Z.J., Wrobel A., Rydz A. (1996) Why does the human brain need to be a nonlinear system? Behav. Brain. Sci. 19: 302-303.
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  • Pritchard W.S.,DukeD.W., KriebleK.K. (1995) Dimensional analysis of resting human EEG II: Surrogate data testing in­dicates nonlinearity but not low-dimensional chaos. Psy- chophysiology 32: 486-491.
  • Pritchard W.S., Stam C.J. (2000) Nonlinearity in human rest­ing, eyes-closed EEG: an in depth case study. Acta Neur- obiol. Exp. 60: 109-122.
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  • Rockstroh B„ Watzl H„ Kowalik Z.J., Cohen R„ Sterr A., Muller M„ Elbert T. (1997) Dynamical aspects of the EEG in schizophrenics during a conversation - a pilot study. Schizophrenia Res. 28: 77-85.
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Typ dokumentu

Bibliografia

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Identyfikator YADDA

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