Learning dynamics from nonstationary time series: Analysis of electroencephalograms

Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics

Volumn 61, Issue 6, 2000, Pages 6538-6545

  Gribkov, Dmitrii ^a   Gribkova, Valentina ^a  

^a MOSCOW STATE UNIVERSITY   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

BIOELECTRIC PHENOMENA; DIFFERENTIAL EQUATIONS; ELECTROENCEPHALOGRAPHY; TIME DELAY; CURVE FITTING; EIGENVALUES AND EIGENFUNCTIONS; INTEGRAL EQUATIONS; MATHEMATICAL MODELS; MATRIX ALGEBRA; TIME SERIES ANALYSIS; VECTORS;

DELAY CALCULATION; DELAY DIFFERENTIAL EQUATIONS; ELECTRO-ENCEPHALOGRAM (EEG); LONG-TERM CORRELATIONS; MODEL COEFFICIENT; NON-STATIONARY TIME SERIES; NONPARAMETRIC METHODS; NONSTATIONARY SIGNALS;

TIME SERIES ANALYSIS; DYNAMICS;

DELAY DIFFERENTIAL EQUATIONS; QUASISTATIONARY REGION DETECTION; RECURRENCE ANALYSIS; STATE VECTOR DECOMPOSITION;

ELECTROENCEPHALOGRAPHY; EMOTION; HUMAN; STATISTICS; THEORETICAL MODEL;

ELECTROENCEPHALOGRAPHY; EMOTIONS; HUMANS; MODELS, THEORETICAL; STATISTICS AS TOPIC;

EID: 0034195170     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.61.6538     Document Type: Article

References (16)

1. M. B. Priestley, Non-linear and Non-stationary Time Series Analysis (Academic Press, London, 1988).
2. H. Isliker, and J. Kurths, Int. J. Bifurcation Chaos Appl. Sci. Eng. 3, 1573 (1993).
3. C. L. Webber, and J. P. Zbilut, J. Appl. Physiol. 76, 965 (1994).
4. J. J. Zebrowski, W. Poplawska, and R. Baranowski, Acta Phys. Pol. B 26, 1055 (1995).
5. M. B. Kennel, Phys. Rev. E 56, 316 (1997).
6. T. Schreiber, Phys. Rep. 308, 1 (1999); 2, 3082 (1999).
7. T. Schreiber, Phys. Rep. 308, 1 (1999); 2, 3082 (1999).
8. T. Schreiber, Phys. Rev. Lett. 78, 843 (1997).
9. O. Anosov et al., in Proceedings of the of the International Conference on Dynamical Systems and Chaos, Tokyo, May 1994 (World Scientific, Singapore, 1994), Vol. 2, p. 370.
10. R. Brown, E. R. Rulkov, and N. F. Tracy, Phys. Rev. E 49, 3784 (1994).
11. S. P. Ellner, et al., Physica D 110, 182 (1997).
12. H. U. Voss, A. Schwache, J. Kurths, and F. Mitschke, Phys. Lett. A 256, 47 (1999).
13. J. P. Eckmann, S. O. Kamphorst, and D. Ruelle, Europhys. Lett. 4, 973 (1987).
14. M. Kobbe and G. Mayer-Kress, in Santa Fe Institute Studies in the Science of Complexity, Proceedings Vol. XII (Addison-Wesley, Reading, MA, 1992).
15. M. Gasdagli, Physica D 108, 206 (1997).
16. D. S. Broomhead and G. P. King, Physica D 20, 217 (1986).