Nonlinearity in normal human EEG: cycles, temporal asymmetry, nonstationarity and randomness, not chaos

Biological cybernetics
M Palus

Abstract

Two-hour vigilance and sleep electroencephalogram (EEG) recordings from five healthy volunteers were analyzed using a method for identifying nonlinearity and chaos which combines the redundancy-linear redundancy approach with the surrogate data technique. A nonlinear component in the EEG was detected, however, inconsistent with the hypothesis of low-dimensional chaos. A possibility that a temporally asymmetric process may underlie or influence the EEG dynamics was indicated. A process that merges nonstationary nonlinear deterministic oscillations with randomness is proposed for an explanation of observed properties of the analyzed EEG signals. Taking these results into consideration, the use of dimensional and related chaos-based algorithms in quantitative EEG analysis is critically discussed.

Citations

Aug 24, 2006·Biological cybernetics·Boris GourévitchGérard Faucon
Dec 26, 2003·Comptes rendus biologies·Henri Korn, Philippe Faure
Oct 7, 2003·Mathematical Biosciences·Dingzhou LiRobert Savit
Jul 31, 1998·Neuroscience Letters·S MicheloyannisE Papanikolaou
Feb 1, 1997·Electroencephalography and Clinical Neurophysiology·M C CasdagliJ C Sackellares
Aug 23, 2001·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Y J LeeN V Thakor
Apr 27, 2002·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·M Breakspear, J R Terry
Dec 5, 2002·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Sun Hee NaByung-Joo Ham
Nov 26, 1999·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·C J StamF H Lopes da Silva
Jan 13, 2006·The Australian and New Zealand Journal of Psychiatry·Michael Breakspear
Apr 23, 2010·International Journal of Neural Systems·Martin VejmelkaKristína Susmáková
Apr 2, 2009·Chaos·Carsten AllefeldJirí Wackermann
Dec 17, 2008·Journal of Combinatorial Optimization·Chang-Chia LiuJ Chris Sackellares
Dec 15, 2010·Brain Research Bulletin·Béla WeissPéter Halász
Apr 7, 2010·Journal of Neuroscience Methods·Nadia MammoneJ Chris Sackellares
Sep 25, 2007·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Jun-Seok LeeSae-Byul Kim
Nov 7, 2009·Human Brain Mapping·Joan F AlonsoManel J Barbanoj
May 9, 2009·IEEE Transactions on Bio-medical Engineering·Moritz Grosse-WentrupMartin Buss
Nov 4, 2009·IEEE Transactions on Bio-medical Engineering·Charles-Francois Vincent Latchoumane, Jaeseung Jeong
May 29, 2003·IEEE Transactions on Bio-medical Engineering·Christoph RiekeKlaus Lehnertz
Jun 2, 2000·IEEE Transactions on Bio-medical Engineering·J BhattacharyaS H Nizamie
Jul 12, 2005·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·T DikanevB Bezruchko
Oct 27, 2010·Journal of Neuroscience Methods·Benjamin Letham, Tommi Raij
Jul 17, 2004·Annual Review of Biomedical Engineering·Nitish V Thakor, Shanbao Tong
Jul 23, 2013·PloS One·Alessio Emanuele BiondoDirk Helbing
Feb 24, 2017·Nature Neuroscience·Michael Breakspear
Sep 1, 2005·Clinical EEG and Neuroscience·Hojjat AdeliNahid Dadmehr
Feb 9, 2002·Human Brain Mapping·Michael Breakspear
Apr 6, 2001·Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society·J JeongS H Han
Aug 31, 2001·Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society·K LehnertzC E Elger
Apr 24, 2002·Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics·J JeongS Y Kim

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