- Access by Xinjiang University
Synchronization and firing death in the dynamics of two interacting excitable units with heterogeneous signals
Phys. Rev. E 76, 026208 – Published 13 August, 2007
DOI: https://doi.org/10.1103/PhysRevE.76.026208
Abstract
We study the response of two coupled FitzHugh-Nagumo systems to heterogeneous external inputs. The latter, modeled by periodic parametric stimuli, force the uncoupled excitable systems into a regime of chaotic firing. Due to parameter dispersion involved in randomly distributed amplitudes and/or phases of the external forces the units are nonidentical and their firing events will be asynchronous. Interest is focused on mutually synchronized spikings arising through the coupling. It is demonstrated that the phase difference of the two external forces crucially affects the onset of spike synchronization as well as the resulting degree of synchrony. For large phase differences the degree of spike synchrony is constricted to a maximal possible value and cannot be enhanced upon increasing the coupling strength. We even found that overcritically strong couplings lead to suppression of firing so that the units perform synchronous subthreshold oscillations. This effect, which we call “firing death,” is due to a coupling-induced modification of the excitation threshold impeding spiking of the units. In clear contrast, when only the amplitudes of the forces are distributed perfect spike synchrony is achieved for sufficiently strong coupling.
Article Text
References (44)
- Y. Kuramoto, Chemical Oscillations, Waves, and Turbulence (Springer, Berlin, 1984).
- J. D. Murray, Mathematical Biology (Springer, New York, 1993).
- A. Pikovsky, M. Rosenblum, and J. Kurths, Synchronization (Cambridge University Press, Cambridge, UK, 2001).
- S. H. Strogatz, C. M. Marcus, R. M. Westervelt, and R. E. Mirollo, Phys. Rev. Lett. 61, 2380 (1988).
- A. T. Winfree, The Geometry of Biological Time (Springer, New York, 1980).
- J. A. S. Keslo, Dynamic Patterns: The Self-Organization of Brain and Behavior (MIT Press, Cambridge, MA, 1995).
- C. M. Gray, P. König, A. K. Engel, and W. Singer, Nature (London) 338, 334 (1989).
- M. Bazhenov, M. Stopfer, M. Rabinovich, R. Huerta, H. D. I. Abarbanel, T. J. Sejnowski, and G. Laurent, Nature (London) 30, 553 (2001).
- C. Meunier and I. Segev, in Neuro-Informatics and Neural Modelling, edited by F. Moss and S. Gielen (North-Holland, Amsterdam, 2001), p. 353.
- D. Hansel and H. Sompolinsky, Phys. Rev. Lett. 68, 718 (1992).
- J. J. Hopfield, Nature (London) 376, 33 (1995).
- J. C. Eccles, The Understanding of the Brain (McGraw-Hill, New York, 1973).
- R. FitzHugh, Biophys. J. 1, 445 (1961); J. Nagumo, S. Arimoto, and S. Yoshizawa, Proc. IRE 50, 2061 (1962).
- F. C. Hoppensteadt, An Introduction to the Mathematics of Neurons (Cambridge University Press, New York, 1986).
- A. L. Hodgkin and A. F. Huxley, J. Physiol. 117, 500 (1952).
- B. Van der Pol, Philos. Mag. 30, 64 (1927).
- J. Guckenheimer and P. Holmes, Nonlinear Oscillation, Dynamical Systems, and Bifurcation of Vector Fields (Springer, New York, 1986).
- G. Matsumoto, K. Aihara, M. Ichikawa, and A. Tasaki, J. Theor. Neurobiol. 3, 1 (1984).
- K. Aihara, G. Matsumoto, and Y. Ikegaya, J. Theor. Biol. 109, 249 (1984).
- G. Matsumoto, K. Aihara, Y. Hanyu, N. Takahashi, S. Yoshizawa, and J. Nagumo, Phys. Lett. A 123, 162 (1987).
- M. Feingold, D. L. González, O. Piro, and H. Viturro, Phys. Rev. A 37, 4060 (1988).
- D. T. Kaplan, J. R. Clay, T. Manning, L. Glass, M. R. Guevara, and A. Shrier, Phys. Rev. Lett. 76, 4074 (1996).
- T. Yanagita, Y. Nishiura, and R. Kobayashi, Phys. Rev. E 71, 036226 (2005).
- L. Glass, Nature (London) 410, 277 (2001); M. Braune and H. Engel, Chem. Phys. Lett. 211, 534 (1993); O. Steinbock, V. Zykov, and S. C. Müller, Nature (London) 366, 322 (1993); A. Karma and V. S. Zykov, Phys. Rev. Lett. 83, 2453 (1999); W. J. Yeh, D. R. He, and Y. H. Kao, ibid. 52, 480 (1984).
- H. Fujii and I. Tsuda, Lect. Notes Comput. Sci. 3146, 140 (2004).
- V. E. Bondarenko and T. R. Chay, Phys. Rev. E 58, 8036 (1998).
- K. Tateno, H. Tomonari, H. Hayyashi, and S. Ishizuka, Int. J. Bifurcation Chaos Appl. Sci. Eng. 14, 1559 (2004).
- Yu. Shinohara, T. Kanamaru, H. Suzuki, T. Horita, and K. Aihara, Phys. Rev. E 65, 051906 (2002).
- J. H. E. Cartwright, Phys. Rev. E 62, 1149 (2000).
- L. M. Pecora and T. L. Carroll, Phys. Rev. Lett. 80, 2109 (1998); L. M. Pecora, Phys. Rev. E 58, 347 (1998).
- V. N. Belykh, I. V. Belykh, and M. Hasler, Physica D 195, 159 (2004).
- L. M. Pecora and T. L. Carroll, Phys. Rev. Lett. 64, 821 (1990).
- M. G. Rosenblum, A. S. Pikovsky, and J. Kurths, Phys. Rev. Lett. 76, 1804 (1996).
- M. Dhamala, V. K. Jirsa, and M. Ding, Phys. Rev. Lett. 92, 028101 (2004).
- E. Rossoni, Y. Chen, M. Ding, and J. Feng, Phys. Rev. E 71, 061904 (2005); K. Bar-Eli, Physica D 14, 242 (1985); D. G. Aronson, G. B. Ermentrout, and N. Kopell, ibid. 41, 403 (1990); R. E. Mirollo and S. H. Strogatz, J. Stat. Phys. 60, 245 (1990); Y. Yamaguchi and H. Shimizu, Physica D 11, 212 (1984); T. Nomura and L. Glass, Phys. Rev. E 53, 6353 (1996); C. G. Assisi, V. K. Jirsa, and J. A. Scott Kelso, Phys. Rev. Lett. 94, 018106 (2005).
- A. W. Przybyszewski, M. J. M. Lankheet, and W. A. van de Grind, Biol. Cybern. 74, 299 (1996); C. D. Boschi, E. Louis, and G. Ortega, Phys. Rev. E 65, 012901 (2001); P.-L. Gong and J.-X. Xu, ibid. 63, 031906 (2001); A. L. Lin, A. Hagberg, E. Meron, and H. Swinney, ibid. 69, 066217 (2004); G. Zhao, Z. Hou, and H. Xin, Phys. Chem. Chem. Phys. 7, 3634 (2005); B. Marts, A. Hagberg, E. Meron, and A. Lin, Chaos 16, 037113 (2006).
- L. Meinhold and L. Schimansky-Geier, Phys. Rev. E 66, 050901(R) (2002); Y. I. Balkarey, V. O. Nagoutchev, M. G. Evtikhov, and M. I. Elinson, Neural Process. Lett. 12, 215 (2000); J. W. Shuai and P. Jung, Phys. Rev. Lett. 88, 068102 (2002); Biophys. J. 83, 87 (2002); E. Ullner, A. Zaikin, J. García-Ojalvo, and J. Kurths, Phys. Rev. Lett. 91, 180601 (2003).
- W. Eckhaus, Lecture Notes in Mathematics (Springer-Verlag, Berlin, 1983); F. Dumortier and R. Roussarie, Mem. Am. Math. Soc. 121, 577 (1996); M. Krupa and P. Szmolyan, J. Differ. Equations 174, 312 (2001).
- J. A. White, C. C. Chow, J. Ritt, C. Soto-Treviño, and N. Koppel, J. Comput. Neurosci. 5, 5 (1998).
- X.-J. Wang and G. Buzsaki, J. Neurosci. 16, 6402 (1996).
- W. Wang, G. Perez, and H. A. Cerdeira, Phys. Rev. E 47, 2893 (1993).
- A. Goryachev and R. Kapral, Phys. Rev. Lett. 76, 1619 (1996).
- A. Pikovsky, M. Rosenblum, and J. Kurths, Europhys. Lett. 34, 165 (1996).
- B. Lindner, J. García-Ojalvo, A. Neiman, and L. Schimansky-Geier, Phys. Rep. 392, 321 (2004).