Mean-reverting neuronal model based on two alternating patterns

被引：2
作者：
Ratanov, Nikita [1 ]
机构：
[1] Chelyabinsk State Univ, Br Kashirinykh Str 129, Chelyabinsk, Russia
来源：
BIOSYSTEMS | 2020年 / 196卷
关键词：
Telegraph process; Ornstein-Uhlenbeck process; First passage time; Neural firing;
D O I：
10.1016/j.biosystems.2020.104190
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
A neuronal action potential model based on the generalised two-state Ornstein-Uhlenbeck process is studied. The model well describes all phases of a neuronal spike cycle, and the intrinsic parameters of the model have clear specification. Laplace transforms of a firing time are obtained explicitly. Formulae for the mean interspike intervals and their variances, as well as for the average duration of the relative refractory period are also obtained.
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页数：10
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