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Stochastic sensitivity analysis of the noise-induced excitability in a model of a hair bundle

Irina Bashkirtseva1,*, Alexander B. Neiman2,†, and Lev Ryashko1,‡

  • 1Department of Mathematics, Ural Federal University, Pr. Lenina 51, Ekaterinburg, Russia
  • 2Department of Physics and Astronomy, Ohio University, Athens, Ohio 45701, USA

  • *irina.bashkirtseva@usu.ru
  • neimana@ohio.edu
  • lev.ryashko@usu.ru

Phys. Rev. E 87, 052711 – Published 17 May, 2013

DOI: https://doi.org/10.1103/PhysRevE.87.052711

Abstract

We study effect of weak noise on the dynamics of a hair bundle model near the excitability threshold and near a subcritical Hopf bifurcation. We analyze numerically noise-induced structural changes in the probability density and the power spectral density of the model. In particular, we show that weak noise can induce oscillations with two distinct frequencies in both excitable and limit-cycle regimes. We then applied a recently developed technique of stochastic sensitivity functions which allows us to estimate threshold values of noise intensity corresponding to these transitions.

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References (47)

  1. F. Moss and P. McClintock, Noise in Nonlinear Dynamical Systems, Vol. 1 (Cambridge University Press, Cambridge, England, 1989).
  2. V. Anishchenko, V. Astakhov, A. Neiman, T. Vadivasova, and L. Schimansky-Geier, Nonlinear Dynamics of Chaotic and Stochastic Systems: Tutorial and Modern Developments, Vol. 10 (Springer, New York, 2007).
  3. W. Horsthemke and R. Lefever, Noise-Induced Transitions: Theory and Applications in Physics, Chemistry, and Biology, Vol. 15 (Springer, New York, 2007).
  4. P. Landa and P. McClintock, Phys. Rep. 323, 1 (2000).
  5. L. Arnold, Random Dynamical Systems, Vol. 2 (Springer, Berlin, 1998).
  6. R. Lefever and J. W. Turner, Phys. Rev. Lett. 56, 1631 (1986).
  7. K. Mallick and P. Marcq, Eur. Phys. J. B 36, 119 (2003).
  8. L. Gammaitoni, P. Hänggi, P. Jung, and F. Marchesoni, Rev. Mod. Phys. 70, 223 (1998).
  9. M. McDonnell, N. Stocks, C. Pearce, and D. Abbott, Stochastic Resonance: From Suprathreshold Stochastic Resonance to Stochastic Signal Quantization (Cambridge University Press, Cambridge, England, 2008).
  10. V. Anishchenko, A. Neiman, F. Moss, and L. Shimansky-Geier, Phys.-Usp. 42, 7 (1999).
  11. J. B. Gao, S. K. Hwang, and J. M. Liu, Phys. Rev. Lett. 82, 1132 (1999).
  12. S. Ellner and P. Turchin, Oikos 111, 620 (2005).
  13. Y. Lai and T. Tél, Transient Chaos: Complex Dynamics on Finite Time Scales, Vol. 173 (Springer, New York, 2011).
  14. B. Lindner, J. García-Ojalvo, A. Neiman, and L. Schimansky-Geier, Phys. Rep. 392, 321 (2004).
  15. R. Kuske, L. F. Gordillo, and P. Greenwood, J. Theor. Biol. 245, 459 (2007).
  16. R. J. Reategui and A. N. Pisarchik, Phys. Rev. E 69, 067203 (2004).
  17. S. Aumaître, K. Mallick, and F. Pétrélis, J. Stat. Mech.: Theory Exp. (2007) P07016.
  18. M. Pradas, D. Tseluiko, S. Kalliadasis, D. T. Papageorgiou, and G. A. Pavliotis, Phys. Rev. Lett. 106, 60602 (2011).
  19. A. S. Pikovsky and J. Kurths, Phys. Rev. Lett. 78, 775 (1997).
  20. J. B. Gao, W.-W. Tung, and N. Rao, Phys. Rev. Lett. 89, 254101 (2002).
  21. P. Borowski, R. Kuske, Y.-X. Li, and J. L. Cabrera, Chaos 20, 043117 (2010).
  22. C. B. Muratov and E. Vanden-Eijnden, Chaos 18, 015111 (2008).
  23. O. V. Ushakov, H.-J. Wünsche, F. Henneberger, I. A. Khovanov, L. Schimansky-Geier, and M. A. Zaks, Phys. Rev. Lett. 95, 123903 (2005).
  24. C. Meunier and A. Verga, J. Stat. Phys. 50, 345 (1988).
  25. A. J. Homburg and T. R. Young, Topol. Methods Nonlinear Anal. 35, 77 (2010).
  26. S. Kraut, U. Feudel, and C. Grebogi, Phys. Rev. E 59, 5253 (1999).
  27. N. Berglund and D. Landon, Nonlinearity 25, 2303 (2012).
  28. R. E.Lee DeVille, E. Vanden-Eijnden, and C. B. Muratov, Phys. Rev. E 72, 031105 (2005).
  29. C. Muratov et al., Physica D (Amseterdam, Neth.) 210, 227 (2005).
  30. H. Risken, The Fokker-Planck Equation: Methods of Solution and Applications, Vol. 18 (Springer Verlag, New York, 1996).
  31. R. Kuske, J. Stat. Phys. 96, 797 (1999).
  32. R. Kuske and S. M. Baer, Bull. Math. Biol. 64, 447 (2002).
  33. N. Berglund, B. Gentz, and C. Kuehn, J. Differ. Equations 252, 4786 (2012).
  34. M. I. Freidlin and A. D. Wentzell, Random Perturbations of Dynamical Systems, Vol. 260 (Springer Verlag, New York, 1998).
  35. A. Dembo and O. Zeitouni, Large Deviations Techniques and Applications, Vol. 38 (Springer, New York, 2009).
  36. I. Bashkirtseva and L. Ryashko, Physica A (Amsterdam, Neth.) 278, 126 (2000).
  37. I. Bashkirtseva and L. Ryashko, Math. Comput. Simul. 66, 55 (2004).
  38. I. Bashkirtseva, L. Ryashko, and P. Stikhin, Fluctuation Noise Lett. 9, 89 (2010).
  39. I. Bashkirtseva and L. Ryashko, Phys. Rev. E 83, 061109 (2011).
  40. I. Bashkirtseva, G. Chen, and L. Ryashko, Chaos 22, 033104 (2012).
  41. P. Rowat, Neural Comput. 19, 1215 (2007).
  42. B. Nadrowski, P. Martin, and F. Jülicher, Proc. Natl. Acad. Sci. USA 101, 12195 (2004).
  43. K. Dierkes, B. Lindner, and F. Jülicher, Proc. Natl. Acad. Sci. USA 105, 18669 (2008).
  44. B. Lindner, K. Dierkes, and F. Jülicher, Phys. Rev. Lett. 103, 250601 (2009).
  45. K. Dierkes, F. Jülicher, and B. Lindner, Eur. Phys. J. E Soft Matter 35, 37 (2012).
  46. D. Clausznitzer, B. Lindner, F. Jülicher, and P. Martin, Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 77, 041901 (2008).
  47. W.-J. Rappel and S. Strogatz, Phys. Rev. E: Stat. Phys., Plasmas, Fluids, Relat. Interdiscip. Top. 50, 3249 (1994).

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