Mean-reverting neuronal model based on two alternating patterns

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.