Literature DB >> 3085091

Low-dimensional chaos in an instance of epilepsy.

A Babloyantz, A Destexhe.   

Abstract

Using a time series obtained from the electroencephalogram recording of a human epileptic seizure, we show the existence of a chaotic attractor, the latter being the direct consequence of the deterministic nature of brain activity. This result is compared with other attractors seen in normal human brain dynamics. A sudden jump is observed between the dimensionalities of these brain attractors (4.05 +/- 0.05 for deep sleep) and the very low dimensionality of the epileptic state (2.05 +/- 0.09). The evaluation of the autocorrelation function and of the largest Lyapunov exponent allows us to sharpen further the main features of underlying dynamics. Possible implications in biological and medical research are briefly discussed.

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Year:  1986        PMID: 3085091      PMCID: PMC323547          DOI: 10.1073/pnas.83.10.3513

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  5 in total

1.  Reconstruction of the dynamics of the climatic system from time-series data.

Authors:  C Nicolis; G Nicolis
Journal:  Proc Natl Acad Sci U S A       Date:  1986-02       Impact factor: 11.205

2.  Properties of strange attractors in yeast glycolysis.

Authors:  M Markus; D Kuschmitz; B Hess
Journal:  Biophys Chem       Date:  1985-06       Impact factor: 2.352

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Authors:  L K Kaczmarek
Journal:  Biol Cybern       Date:  1976-05-17       Impact factor: 2.086

4.  Spatiotemporal patterns in epileptic seizures.

Authors:  L K Kaczmarek; A Babloyantz
Journal:  Biol Cybern       Date:  1977-06-13       Impact factor: 2.086

5.  Chaotic dynamics in yeast glycolysis under periodic substrate input flux.

Authors:  M Markus; D Kuschmitz; B Hess
Journal:  FEBS Lett       Date:  1984-07-09       Impact factor: 4.124

  5 in total
  77 in total

Review 1.  Seizure prediction and its applications.

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Journal:  Neurosurg Clin N Am       Date:  2011-10       Impact factor: 2.509

2.  Low-dimensional chaos maps learning in a model neuropil (olfactory bulb).

Authors:  M Mitra; J E Skinner
Journal:  Integr Physiol Behav Sci       Date:  1992 Oct-Dec

3.  Differentiation of linearly correlated noise from chaos in a biologic system using surrogate data.

Authors:  S J Schiff; T Chang
Journal:  Biol Cybern       Date:  1992       Impact factor: 2.086

4.  The scalp distribution of the fractal dimension of the EEG and its variation with mental tasks.

Authors:  W Lutzenberger; T Elbert; N Birbaumer; W J Ray; H Schupp
Journal:  Brain Topogr       Date:  1992       Impact factor: 3.020

5.  On the existence and the role of chaotic processes in the nervous system.

Authors:  B Doyon
Journal:  Acta Biotheor       Date:  1992-09       Impact factor: 1.774

6.  Effects of hydration and hyperventilation on cortical complexity.

Authors:  Viktor Müller; Niels Birbaumer; Hubert Preissl; Christoph Braun; Gottfried Mayer-Kress; Florian Lang
Journal:  Exp Brain Res       Date:  2003-04-16       Impact factor: 1.972

7.  Vulnerability to paroxysmal oscillations in delayed neural networks: a basis for nocturnal frontal lobe epilepsy?

Authors:  Austin Quan; Ivan Osorio; Toru Ohira; John Milton
Journal:  Chaos       Date:  2011-12       Impact factor: 3.642

8.  Complexity measures of brain wave dynamics.

Authors:  Jianbo Gao; Jing Hu; Wen-Wen Tung
Journal:  Cogn Neurodyn       Date:  2011-02-09       Impact factor: 5.082

9.  Quantitative complexity analysis in multi-channel intracranial EEG recordings form epilepsy brains.

Authors:  Chang-Chia Liu; Panos M Pardalos; W Art Chaovalitwongse; Deng-Shan Shiau; Georges Ghacibeh; Wichai Suharitdamrong; J Chris Sackellares
Journal:  J Comb Optim       Date:  2008-04       Impact factor: 1.195

10.  Transition to seizures in the isolated immature mouse hippocampus: a switch from dominant phasic inhibition to dominant phasic excitation.

Authors:  M Derchansky; S S Jahromi; M Mamani; D S Shin; A Sik; P L Carlen
Journal:  J Physiol       Date:  2007-11-08       Impact factor: 5.182

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