Nonlinear dynamics extraction for time-delay systems using modular neural networks synchronization and prediction

Physica A: Statistical Mechanics and its Applications

Volumn 351, Issue 1, 2005, Pages 133-141

  Ortin S ^a,b   Gutierrez J M ^b   Pesquera, L ^a   Vasquez, H ^a  

^a INSTITUTO DE FÍSICA DE CANTABRIA CSIC UC   (Spain)

^b UNIVERSITY OF CANTABRIA   (Spain)

Author keywords

Delayed chaotic systems; Functional networks; Neural networks

Indexed keywords

ERROR ANALYSIS; FEEDBACK; MATHEMATICAL MODELS; NETWORKS (CIRCUITS); NEURAL NETWORKS; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; SYNCHRONIZATION;

DELAYED CHAOTIC SYSTEMS; DIFFUSIVE COUPLING; FUNCTIONAL NETWORKS; TIME-DELAY SYSTEMS;

CHAOS THEORY;

EID: 15344349989     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2004.12.015     Document Type: Conference Paper

References (16)

1. J.C. Principe, A. Rathie, and J.M. Kuo Int. J. Bifurcation and Chaos 2 1992 989 996
2. E. Castillo, and J.M. Gutiérrez Phys. Lett. A 244 2004 71
3. J.D. Farmer Physica D 4 1982 366 393
4. M.J. Bünner, M. Popp, T. Meyer, A. Kittel, and J. Parisi Phys. Rev. E 54 1996 R3082 R3085
5. H. Voss, and J. Kurths Phys. Lett. A 234 1997 336 344
6. B.P. Bezruchko, A.S. Karavaev, V.I. Ponomarenko, and M.D. Prokhorov Phys. Rev. E 64 2001 056216 056221
7. R. Hegger, M.J. Bünner, H. Kantz, and A. Giaquinta Phys. Rev. Lett. 81 1998 558 561
8. M.J. Bünner, M. Ciofini, A. Giaquinta, R. Hegger, H. Kantz, R. Meucci, and A. Politi Eur. Phys. J. D 10 2000 165 187
9. M.C. Mackey, and L. Glass Science 197 1997 287 289
10. J.A.K. Suykens, and J. Vandewalle IEEE Trans. Circuits Systems I 42 1995 499 502
11. G. Cheng, Y. Cheng, H. Ogmen, IEEE Control Systems (1995) 29-35.
12. J. Vesanto, in: Proceedings of Workshop on Self-Organizing Maps (WSOM'97), Espoo, Finland, 1997.
13. B. Happel, and J. Murre Neural Networks 7 1994 985 1004
14. A.S. Cofiño, J.M. Gutiérrez, and M.L. Ivanissevich Expert Systems 21 4 2004 208 216
15. H.U. Voss Chaos 13 2003 327
16. S. Ortin, L. Pesquera, A. Cofiño, A. Valle, J.M. Gutiérrez, Extraction of nonlinear dynamics for laser diodes with feedback in chaotic regime, in: D. Lenstra, G. Morthier, T. Erneux, M. Pessa (Eds.), Semiconductor Lasers and Laser Dynamics, vol. 5452, Proc. SPIE, 2004, pp. 273-282.