Improved measure of information flow in coupled nonlinear systems

Proceedings of the IASTED International Conference on Modelling and Simulation

Volumn , Issue , 2003, Pages 329-333

  Sabesan, Shivkumar ^a   Narayanan, K ^a   Prasad, Awadhesh ^a   Spanias, A ^a   Iasemidis, L D ^a  

^a Arizona State University   (United States)

Author keywords

Information transfer; Nonlinear dynamics; Statistical and probabilistic modeling; Time series analysis

Indexed keywords

CORRELATION METHODS; IDENTIFICATION (CONTROL SYSTEMS); INFORMATION ANALYSIS; MARKOV PROCESSES; PARAMETER ESTIMATION; PROBABILITY; SAMPLING; TIME SERIES ANALYSIS;

INFORMATION TRANSFER; STATISTICAL AND PROBABILISTIC MODELING;

NONLINEAR CONTROL SYSTEMS;

EID: 1542434220     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Hualou Liang, Mingzhou Ding, Steven L. Bressler, "Temporal dynamics of Information Flow in the Cerebral Cortex", Neurocomputing, 38, 2001, 1429-1435.
2. J.A. Vastano, H.L. Swinney, "Information transport spatiotemporal systems", Phys. Rev. Lett., 60, 1988, 1773-1776.
3. J. Arnhold, P. Grassberger, K. Lehnertz, C.E. Elger, "A robust method for detecting interdependences: application to intracranially recorded EEG", Physica D, 134, 1999, 419-430.
4. T. Schreiber, Measuring information transfer, Phys. Rev. Lett., 85, 2000, 461-464.
5. A. T. Bharucha-Reid, Elements of the Theory of Markov Processes and Their Applications (Dover Pubns, 1997).
6. R.Q. Quiroga, J. Arnhold, K. Lehnertz, P. Grassberger, "Kullback-Leibler and renormalized entropies: Application to electroencephalograms of epilepsy patients", Phys. Rev. E, 62(6), 2000, 8380-8386.
7. H. Kantz and T. Schreiber, Nonlinear Time Series Analysis (Cambridge, MA: Cambridge University Press, 1997).
8. P.Grassberger, "Generalized Dimension of Strange Attractors", Physics Letters, 97A(6), 1983, 227-230.
9. D. Prichard, J. Theiler, "Generalized redundancies for time series analysis", Physica D, 84, 1995, 476-493.
10. J. Theiler, S. Eubank, A. longtin, B. Galdirikian, "Testing for nonlinearity in time series: the method of surrogate data", Physica D, 58, 1992, 77-94.