Evidence of self-organization in brain electrical activity using wavelet-based informational tools

Physica A: Statistical Mechanics and its Applications

Volumn 347, Issue , 2005, Pages 444-464

  Rosso, O A ^a   Martin, M T ^b   Plastino, A ^b  

^a UNIVERSIDAD DE BUENOS AIRES   (Argentina)

^b INSTITUTO DE FÍSICA LA PLATA   (Argentina)

Author keywords

Complexity; EEG; Epileptic seizures; Signal entropy; Time frequency signal analysis; Wavelet analysis

Indexed keywords

BRAIN; COMPUTATIONAL COMPLEXITY; DATA REDUCTION; ELECTROENCEPHALOGRAPHY; ENTROPY; SIGNAL THEORY; WAVELET TRANSFORMS;

EPILEPTIC SEIZURES; SIGNAL ENTROPY; TIME-FREQUENCY SIGNAL ANALYSIS; WAVELET ANALYSIS;

INFORMATION THEORY;

EID: 10644277763     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2004.08.085     Document Type: Article

References (41)

1. K. Lehnertz, C.E. Elger, Phys. Rev. Lett. 80 (1998) 5019.
2. L.D. Iasemidis, J.C. Sackellares, H.P. Zaveri, W.J. Williams, Brain Topogr. 2 (1990) 187.
3. K. Lehnertz, C.E. Elger, J. Arnhold, P. Grassberberger, Chaos in Brain?, World Scientific, Singapore, 2000.
4. G.E. Powell, I.C. Percival, J. Phys. A: Math. Gen. 12 (1979) 2053.
5. J.A. McEwen, G.B. Anderson, IEEE Trans. Biomed. Eng. 22 (1975) 361.
6. T. Gasser, in: A. Remond (Ed.), EEG Informatics: A Didactic Review of Methods and Applications of EEG Data Processing, Elsevier, New York, 1997, p. 37.
7. H. Sugimoto, N. Ishii, N. Suzumura, Comput. Program. Biomed. 7 (1977) 293.
8. S. Blanco, H. García, R. Quian Quiroga, L. Romanelli, O.A. Rosso, IEEE Eng. Med. Biol. 14 (1995) 395.
9. O.A. Rosso, M.L. Mairal, Physica A 312 (2002) 469.
10. O.A. Rosso, A. Figliola, J. Creso, E. Serrano, Med. Biol. Eng. Comput. 42 (2004), in press.
11. G.M. Jenkins, D. Watts, Spectral Analysis and its Applications, Holden-Day, San Francisco, 1968.
12. E. Niedermeyer, F.H. Lopes da Silva, Electroencephalography, Basic Principles, Clinical Applications and Related Field, fourth ed., Williams & Wilkins, Baltimore, 1999, pp. 1135-1163 (Chapter 61).
13. A. Capurro, L. Diambra, D. Lorenzo, O. Macadar, M.T. Martin, C. Mostaccio, A. Plastino, E. Rofman, M.E. Torres, J. Velluti, Physica A 265 (1999) 235 and references therein.
14. S. Blanco, A. Figliola, R. Quian Quiroga, O.A. Rosso, E. Serrano, Phys. Rev. E 57 (1998) 932.
15. O.A. Rosso, S. Blanco, J. Yordanova, V. Kolev, A. Figliola, M. Schürmann, E. Başar, J. Neurosci. Methods 105 (2001) 65 and references therein.
16. O.A. Rosso, M.T. Martin, A. Plastino, Physica A 313 (2002) 587.
17. O.A. Rosso, M.T. Martin, A. Plastino, Physica A 320 (2003) 497.
18. O.A. Rosso, S. Blanco, A. Rabinowicz, Signal Processing 86 (2003) 1275 and references therein.
19. R. López-Ruiz, H.L. Mancini, X. Calbet, Phys. Lett. A 209 (1995) 321.
20. X. Calbet, R. López-Ruiz, Phys. Rev. E 63 (2001) 066116.
21. S. Shiner, M. Davison, P.T. Landsberg, Phys. Rev. E 59 (1999) 1459.
22. D.P. Feldman, J.P. Crutchfield, Phys. Lett. A 238 (1998) 244.
23. C. Anteneodo, A.R. Plastino, Phys. Lett. A 223 (1997) 348.
24. W.K. Wootters, Phys. Rev. D 23 (1981) 357.
25. M.T. Martin, A. Plastino, O.A. Rosso, Phys. Lett. A 311 (2003) 126.
26. E. Başar, H. Flohr, H. Haken, A.J. Mandell (Eds.), Synergetics of the Brain, Springer, Berlin, 1983.
27. H. Haken, Information and Self-Organization, second ed., Springer, Berlin, 2000.
28. R. Quian Quiroga, S. Blanco, O.A. Rosso, H. García, A. Rabinowicz, Electroencephal. Clin. Neurophysiol. 103 (1997) 434.
29. H. Gastaut, R. Broughton, Epileptic Seizures, Charles C. Thomas, Springfield, 1972.
30. I. Daubechies, Ten Lectures on Wavelets, SIAM, Philadelphia, PA, 1992.
31. S. Mallat, A Wavelet Tour of Signal Processing, second ed., Academic Press, San Diego, 1999.
32. F. Mitschake, M. Möller, W. Large, Phys. Rev. A 37 (1988) 4518.
33. F. Mitschake, Phys. Rev. A 41 (1990) 1169.
34. J. Theiler, S. Eubank, Chaos 3 (1993) 771.
35. H. Kantz, J. Kurths, G. Meyer-Kress, Nonlinear Analysis of Physiological Data, Springer, Berlin, 1998.
36. M.T. Martin, Ph.D. Thesis, Department of Mathematics, Faculty of Sciences, University of La Plata, La Plata, Argentina, 2004.
37. M. Unser, IEEE Signal Process. Mag. 16 (1999) 22.
38. P. Thévenaz, T. Blue, M. Unser, IEEE Trans. Med. Imaging 19 (2000) 739.
39. T.M. Darcey, P.D. Willamson, Electroenceph. Clin. Neurophysiol. 61 (1985) 573.
40. E.A. Rodin, S. Gonzales, D. Caldwell, D. Laginess, Epilepsia 7 (1966) 202.
41. M.P. Dafilis, D.T.J. Liley, P.J. Cardusch, Chaos 11 (2001) 474.