Literature DB >> 7626281

Measuring "chaos" in the brain: a tutorial review of EEG dimension estimation.

W S Pritchard1, D W Duke.   

Abstract

The technique of dimension estimation is currently a leading application of nonlinear dynamics (popularly termed "chaos theory") to EEG analysis. A tutorial review of this technique is presented along with some elementary background concepts from nonlinear dynamics. Practical aspects of applying dimension estimation to EEG data are also reviewed, and the possible role of deterministic chaos in brain function is discussed.

Mesh:

Year:  1995        PMID: 7626281     DOI: 10.1006/brcg.1995.1027

Source DB:  PubMed          Journal:  Brain Cogn        ISSN: 0278-2626            Impact factor:   2.310


  12 in total

1.  Genetic influences on dynamic complexity of brain oscillations.

Authors:  Andrey P Anokhin; Viktor Müller; Ulman Lindenberger; Andrew C Heath; Erin Myers
Journal:  Neurosci Lett       Date:  2006-01-27       Impact factor: 3.046

2.  Investigation of changes in EEG complexity during memory retrieval: the effect of midazolam.

Authors:  Nasibeh Talebi; Ali M Nasrabadi; Tim Curran
Journal:  Cogn Neurodyn       Date:  2012-07-22       Impact factor: 5.082

3.  No effect of cigarette smoking on electroencephalographic nonlinearity.

Authors:  W S Pritchard; K K Krieble; D W Duke
Journal:  Psychopharmacology (Berl)       Date:  1995-06       Impact factor: 4.530

4.  Memory load effect in auditory-verbal short-term memory task: EEG fractal and spectral analysis.

Authors:  Miodrag Stokić; Dragan Milovanović; Miloš R Ljubisavljević; Vanja Nenadović; Milena Čukić
Journal:  Exp Brain Res       Date:  2015-07-14       Impact factor: 1.972

Review 5.  Role of multiple-scale modeling of epilepsy in seizure forecasting.

Authors:  Levin Kuhlmann; David B Grayden; Fabrice Wendling; Steven J Schiff
Journal:  J Clin Neurophysiol       Date:  2015-06       Impact factor: 2.177

Review 6.  Genetic psychophysiology: advances, problems, and future directions.

Authors:  Andrey P Anokhin
Journal:  Int J Psychophysiol       Date:  2014-04-13       Impact factor: 2.997

Review 7.  Temporal variations in the pattern of breathing: techniques, sources, and applications to translational sciences.

Authors:  Yoshitaka Oku
Journal:  J Physiol Sci       Date:  2022-08-29       Impact factor: 2.257

8.  Analysis of wavelet-filtered tonic-clonic electroencephalogram recordings.

Authors:  O A Rosso; A Figliola; J Creso; E Serrano
Journal:  Med Biol Eng Comput       Date:  2004-07       Impact factor: 2.602

9.  Research on the relation of EEG signal chaos characteristics with high-level intelligence activity of human brain.

Authors:  Xingyuan Wang; Juan Meng; Guilin Tan; Lixian Zou
Journal:  Nonlinear Biomed Phys       Date:  2010-04-27

10.  Cortical functional activity in patients with generalized anxiety disorder.

Authors:  Yiming Wang; Fangxian Chai; Hongming Zhang; Xingde Liu; Pingxia Xie; Lei Zheng; Lixia Yang; Lingjiang Li; Deyu Fang
Journal:  BMC Psychiatry       Date:  2016-07-07       Impact factor: 3.630

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