Wavelet Jensen-Shannon divergence as a tool for studying the dynamics of frequency band components in EEG epileptic seizures

Physica A: Statistical Mechanics and its Applications

Volumn 379, Issue 1, 2007, Pages 122-132

  Pereyra, M E ^a   Lamberti, P W ^a   Rosso, O A ^b  

^a UNIVERSIDAD NACIONAL DE CÓRDOBA   (Argentina)

^b INSTITUTO DE CÁLCULO   (Argentina)

Author keywords

EEG; Epileptic seizure; Jensen Shannon divergence; Wavelets analysis

Indexed keywords

ELECTROENCEPHALOGRAPHY; PROBABILITY DISTRIBUTIONS; STATISTICAL MECHANICS; TIME SERIES ANALYSIS; WAVELET TRANSFORMS;

EPILEPTIC SEIZURE; FREQUENCY BAND COMPONENT DYNAMICS; JENSEN SHANNON DIVERGENCE; WAVELETS ANALYSIS;

FREQUENCY BANDS;

EID: 33947432773     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2006.12.051     Document Type: Article

References (26)

1. E. Niedermeyer, F.H. Lopes da Silva (Eds.), Electroencephalography, Basic Principles, Clinical Applications, and Related Field, fourth ed., Lippincott Williams & Wilkins, Baltimore, 1999.
2. Başar E. EEG-Brain Dynamics. Relation Between EEG and Brain Evoked Potentials (1980), Elsevier, Amsterdam
3. Başar E. Brain Function and Oscillations (I): Brain Oscillations, Principles and Approaches (1998), Springer, Berlin
4. Başar E. Brain Function and Oscillations (II): Integrative Brain Function. Neurophysiology and Cognitive Processes (1999), Springer, Berlin
5. Abarbanel H.D.I. Analysis of Observed Chaotic Data (1996), Springer, New York
6. Kantz H., and Schreiber T. Nonlinear Time Series Analysis (1997), Cambridge University Press, Cambridge
7. Blanco S., Figliola F., Quian Quiroga R., Rosso O.A., and Serrano E. Phys. Rev. E 57 (1998) 932
8. Rosso O.A., Blanco S., Yordanova J., Kolev V., Figliola A., Schürmann M., and Başar E. J. Neurosci. Methods 105 (2001) 65
9. Rosso O.A., and Mairal M.L. Physica A 312 (2002) 469
10. Rosso O.A., Martin M.T., and Plastino A. Physica A 313 (2002) 587
11. Rosso O.A., Martin M.T., and Plastino A. Physica A 320 (2003) 497
12. Rosso O.A., Blanco S., and Rabinowicz A. Signal Processing 86 (2003) 1275
13. Rosso O.A., Martin M.T., and Plastino A. Physica A 347 (2005) 444
14. Rosso O.A., Hyslop W., Gerlach R., Smith R.L.L., Hunter M., and Rostas J. Physica A 356 (2005) 184
15. Rosso O.A., Martin M.T., Figliola A., Keller K., and Plastino A. J. Neurosci. Methods 153 (2006) 163
16. Rao C. IMS-Lectures Notes 10 (1987) 217
17. Lin J. IEEE Trans. Inf. Theory 37 (1991) 145
18. Grosse I., Bernaola-Galvan P., Carpena P., Roldan R.R., Oliver J.L., and Stanley H.E. Phys. Rev. E 65 (2002) 041905
19. J.A. Kim, S. Cho, S.K. Lee, H. Nam, S. K. Han, Lecture Notes in Computer Science, vol. 3514, 2005, p. 941.
20. Endres D., and Schindelin J. IEEE Trans. Inf. Theory 49 (2003) 1858
21. Gómez Lopera J.F., Martinez-Aroza J., Robles-Pérez A.M., and Roldan R.R. J. Math. Imaging Vision 13 (2000) 35
22. Daubechies I. Ten Lectures on Wavelets (1992), SIAM, Philadelphia
23. Mallat S. A wavelet Tour of Signal Processing. second ed. (1999), Academic Press, San Diego
24. Samar V., Bopardikar A., Rao R., and Swartz K. Brain Language 66 (1999) 7
25. Gastaut H., and Broughton R. Epileptic Seizures (1972), Charles C. Thomas, Springfield
26. Gotman J., Ives J.R., and Gloor P. Electroencephalogr. Clin. Neurophysiol. 52 (1981) 626