Epileptic EEG: A comprehensive study of nonlinear behavior

Advances in Experimental Medicine and Biology

Volumn 680, Issue , 2010, Pages 677-683

  Daneshyari, Moayed ^a   Kamkar, L Lily ^b   Daneshyari, Matin ^b  

^a ELIZABETH CITY STATE UNIVERSITY   (United States)

^b NONE

Author keywords

Brain activity; Chaos; EEG; Epilepsy; Nonlinearity

Indexed keywords

ACTION POTENTIAL; BRAIN FUNCTION; CHAOTIC DYNAMICS; CONFERENCE PAPER; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; ENTROPY; EPILEPSY; FRACTAL ANALYSIS; HUMAN; MATHEMATICAL ANALYSIS; NONLINEAR SYSTEM; PRIORITY JOURNAL; PROBABILITY; QUANTITATIVE ANALYSIS; SEIZURE; SIGNAL DETECTION; ARTICLE; BIOLOGICAL MODEL; BIOLOGY; ELECTROENCEPHALOGRAPHY; PATHOPHYSIOLOGY; REFERENCE VALUE; SIGNAL PROCESSING; STATISTICS;

COMPUTATIONAL BIOLOGY; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMANS; MODELS, NEUROLOGICAL; NONLINEAR DYNAMICS; REFERENCE VALUES; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 79952199164     PISSN: 00652598     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-1-4419-5913-3_75     Document Type: Conference Paper

References (17)

1. Babloyantz A, Salazar JM, Nicolis C (1985) Evidence of chaotic dynamics of brain activity during the sleep cycle. Phys Lett A 111:152-156.
2. Freeman WJ (1991) The physiology of perception. Sci Am 264(2):78-85.
3. Freeman WJ (1992) Tutorial on neurobiology: From single neurons to brain chaos. Int J Bifurc Chaos 2:451-182.
4. Guevara MR, Glass L, Mackey MC, Shrier A (1983) Chaos in neurobiology. IEEE Trans Syst Man Cybern 13:790-798. (Pubitemid 14138645)
5. Aradi I, Barna G, Erdi P, Grobler T (1995) Chaos and learning in the olfactory bulb. Int J Intell Syst 10:89-117.
6. Baird B (1986) Nonlinear dynamics of pattern formation and pattern recognition in the rabbit olfactory bulb. Phys D 22:150-175.
7. Babloyantz A, Destexhe A (1986) Low-dimensional chaos in an instance of epilepsy. Proc Natl Acad Sci USA 83:3513-3517. (Pubitemid 16043065)
8. Iasemidis LD, Sackellares JC (1996) Chaos theory and epilepsy. Neuroscience 2:118-126. (Pubitemid 126491392)
9. Birbaumer N, Lutzenberger W, Rau H, Braun C, Mayer-Kress G (1996) Perception of music and dimensional complexity of brain activity. Int J Bifurc Chaos 6:267-278.
10. Stam CJ, van der Leij HE, Keunen RW, Tavy DL (1999) Nonlinear EEG changes in postanoxic encephalopathy. Theory Biosci 118:209-218. (Pubitemid 30072065)
11. Adeli H, Ghosh-dastidar S, Dadmehr N (2008) A spatio-temporal wavelet-chaos methodology for EEG-based diagnosis of Alzheimer's disease. Neurosci Lett 444:190-194.
12. Wolf A, Swift JB, Swinney LH, Vastano JA (1985) Determining Lyapunov exponent from a time series. Phys D 16:285-317.
13. Grassberger P, Procaccia I (1983) Characterization of strange attractors. Phys Rev Lett 50:346-349.
14. Parker TS, Chua LO (1987) Chaos: A tutorial for engineers. Proceedings of the IEEE, Special Issue on Chaotic Systems, pp. 982-1008.
15. Kantz H, Schreiber T (1997) Nonlinear time series analysis. Cambridge University Press, Cambridge.
16. Daneshyari M, Kamkar LL, Daneshyari M (2009) Extracting low-dimension nonlinearity in EEG of epilepsy. BIOCOMP 422-426.
17. Takens F (1981) Detecting strange attractors in turbulence. In: Dand DA, Young LS (eds), Dynamical systems and turbulence. Springer, Berlin.