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Stability of stochastic semigroups and applications to Stein's neuronal model

  • * Corresponding author: Ryszard Rudnicki

    * Corresponding author: Ryszard Rudnicki

This research was partially supported by the National Science Centre (Poland) Grant No. 2014/13/B/ST1/00224.

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  • A new theorem on asymptotic stability of stochastic semigroups is given. This theorem is applied to a stochastic semigroup corresponding to Stein's neuronal model. Asymptotic properties of models with and without the refractory period are compared.

    Mathematics Subject Classification: Primary: 47D06; Secondary: 60J75, 92C20.

    Citation:

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  • Figure 1.  A schematic diagram of the model

  •   A. BobrowskiFunctional Analysis for Probability and Stochastic Processes. An Introduction, Cambridge University Press, Cambridge, 2015.  doi: 10.1017/CBO9780511614583.
      A. Bobrowski, Convergence of One-Parameter Operator Semigroups: In Models of Mathematical Biology and Elsewhere New Mathematical Monographs, 30 Cambridge University Press, Cambridge, 2016. doi: 10.1017/CBO9781316480663.
      A. N. Burkitt , A review of the integrate-and-fire neuron model: I. Homogeneous synaptic input, Biol. Cybern., 95 (2006) , 1-19.  doi: 10.1007/s00422-006-0068-6.
      V. Capasso and D. Bakstein, An Introduction to Continuous-Time Stochastic Processes. Theory, Models and Applications to Finance, Biology and Medicine Birkhäuser, Boston, 2005.
      M. H. A. Davis , Piecewise-deterministic Markov processes: A general class of nondiffusion stochastic models, J. Roy. Statist. Soc. Ser. B, 46 (1984) , 353-388. 
      G. Grimmett and  D. StirzakerProbability and Random Processes, Oxford University Press, Oxford, 2001. 
      P. Hrubý , Analysis of bursting in Stein's model with realistic synapses, Gen. Physiol. Biophys., 14 (1995) , 305-311. 
      A. Lasota and M. C. Mackey, Chaos, Fractals and Noise. Stochastic Aspects of Dynamics II edition, Springer Applied Mathematical Sciences, 97, New York, 1994. doi: 10.1007/978-1-4612-4286-4.
      J. R. Norris, Markov Chains Cambridge Series in Statistical and Probabilistic Mathematics, Cambridge University Press, Cambridge, 1998.
      K. Pichór  and  R. Rudnicki , Continuous Markov semigroups and stability of transport equations, J. Math. Anal. Appl., 249 (2000) , 668-685. 
      ______, Asymptotic decomposition of substochastic operators and semigroups, J. Math. Anal. Appl. , 436 (2016), 305-321. doi: 10.1016/j.jmaa.2015.12.009.
      _____, Asymptotic decomposition of substochastic semigroups and applications Stochastics and Dynamics 18 (2018) in press. doi: 10.1142/S0219493718500016.
      K. Rajdl  and  P. Lansky , Stein's neuronal model with pooled renewal input, Biol. Cybern., 109 (2015) , 389-399.  doi: 10.1007/s00422-015-0650-x.
      R. Rudnicki, Stochastic operators and semigroups and their applications in physics and biology, in J. Banasiak, M. Mokhtar-Kharroubi (eds. ), Evolutionary Equations with Applications in Natural Sciences, Lecture Notes in Mathematics Springer, Heidelberg, 2126 (2015), 255-318.
      R. Rudnicki and M. Tyran-Kamińska, Piecewise deterministic Markov processes in biological models, in: Semigroups of Operators – Theory and Applications, J. Banasiak et al. (eds. ), Springer Proceedings in Mathematics & Statistics 113, Springer, Heidelberg, 2015,235–255. doi: 10.1007/978-3-319-12145-1_15.
      R. B. Stein , Some models of neuronal variability, Biophys. J., 7 (1967) , 37-68.  doi: 10.1016/S0006-3495(67)86574-3.
      R. B. Stein , E. R. Gossen  and  K. E. Jones , Neuronal variability: Noise or part of the signal?, Nat. Rev. Neurosci., 6 (2005) , 389-397.  doi: 10.1038/nrn1668.
      H. TuckwellIntroduction to Theoretical Neurobiology, Cambridge University Press, Cambridge, 1988. 
      W. J. Wilbur  and  J. Rinzel , An analysis of Stein's model for stochastic neuronal excitation, Biol. Cybern., 45 (1982) , 107-114.  doi: 10.1007/BF00335237.
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