4.5 Article

Dynamical analysis of periodic bursting in piece-wise linear planar neuron model

期刊

COGNITIVE NEURODYNAMICS
卷 9, 期 6, 页码 573-579

出版社

SPRINGER
DOI: 10.1007/s11571-015-9347-z

关键词

Piece-wise linear planar neuron model; Bursting; Periodic drive; Non-smooth bifurcation mechanism; Generalized equilibrium state

资金

  1. National Natural Science Foundation of China [11302086, 11374130, 11474134, 11302136]
  2. Natural Science Foundation of Jiangsu province [BK20141296]
  3. Post-doctoral Science Fund of China [2014M561574]
  4. Post-doctoral Science Fund of Jiangsu province [1302094B]

向作者/读者索取更多资源

A piece-wise linear planar neuron model, namely, two-dimensional McKean model with periodic drive is investigated in this paper. Periodical bursting phenomenon can be observed in the numerical simulations. By assuming the formal solutions associated with different intervals of this non-autonomous system and introducing the generalized Jacobian matrix at the non-smooth boundaries, the bifurcation mechanism for the bursting solution induced by the slowly varying periodic drive is presented. It is shown that, the discontinuous Hopf bifurcation occurring at the non-smooth boundaries, i.e., the bifurcation taking place at the thresholds of the stimulation, leads the alternation between the rest state and spiking state. That is, different oscillation modes of this non-autonomous system convert periodically due to the non-smoothness of the vector field and the slow variation of the periodic drive as well.

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