Is the EEG really "chaotic" in hypsarrhythmia?

IEEE Engineering in Medicine and Biology Magazine

Volumn 20, Issue 5, 2001, Pages 72-79

  Van Putten, M J A M ^a   Stam, C J ^b  

^a LEYENBURG HOSPITAL   (Netherlands)

^b ACADEMIC MEDICAL CENTER   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; HUMAN; HYPSARRHYTHMIA; NONLINEAR SYSTEM; SCORING SYSTEM; SEIZURE; SYSTEM ANALYSIS; WEST SYNDROME;

BIOMEDICAL ENGINEERING; CHILD, PRESCHOOL; DATA INTERPRETATION, STATISTICAL; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; INFANT; MALE; NONLINEAR DYNAMICS; SPASMS, INFANTILE;

EID: 0034793482     PISSN: 07395175     EISSN: None     Source Type: Journal    
DOI: 10.1109/51.956822     Document Type: Article

References (36)

1. Continuous EEG monitoring in the neuroscience intensive care unit and emergency department
2. Continuous EEG monitoring in the intensive care unit: Early findings and clinical efficacy
3. Epileptic seizures can be anticipated by non-linear analysis
4. Anticipation of epileptic seizures from standard EEG recordings
5. Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings
6. Can epileptic seizures be predicted? Evidence from nonlinear time series analysis of brain electrical activity
7. EEG coherency I: Statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales
8. EEG coherency II: Experimental comparisons of multiple measures
9. Statistical mechanics of neocortical interactions
10. Stochastic complexity measures for physiological signal analysis
11. Application of a neural complexity measure to multi-channel EEG
12. Reliable detection of nonlinearity in experimental time series with strong periodic components
13. Practical implementation of nonlinear time series methods: The TISEAN package
14. Evidence of chaotic dynamics of brain activity during the sleep cycle
15. Measuring chaos in the brain: A tutorial review of nonlinear dynamical EEG analysis
16. Apport des mathématiques nonlineaires (théorie du chaos) a l'analyse de I'EEG
17. Beyond mapping: Estimating complexity of multichannel EEG recordings
18. Nonlinear EEG changes in postanoxic encephalopathy
19. The performance of electroencephalogram bispectral index and auditory evoked potential index to predict loss of consciousness during propofol infusion
20. Non-linearity in invasive EEG recordings from patients with temporal lobe epilepsy
21. Presurgical evaluation: Current role of invasive EEG
22. Catastrophic epilepsy in childhood
23. Nonlinear analysis of continuous and discrete physiological time sequences
24. Dynamics of the human alpha rhythm: Evidence for non-linearity?
25. Discriminating power of measures for nonlinearity in time series
26. Reversivibility as a criterion for discriminating time series
27. Geometry from a time series
28. Detecting strange attractors in fluid turbulence
29. Characterization of linear and nonlinear structure in high-dimensional, spatially extended systems: The algorithm of multichannel nonlinear cross-prediction (available from c.j.stam@azvu.nl)
30. Testing for nonlinearity in time series: The method of surrogate data
31. Spurious dimension from correlation algorithms applied to limited time-series data
32. Maximum-likelihood estimation of the entropy of an attractor
33. Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series
34. A practical method for calculating largest Lyapunov exponents from small data sets