Time non-homogeneous Feller-type and Ornstein-Uhlenbeck diffusion processes are considered for modeling the neuronal activity in the presence of time-varying input signals. In particular, the first passage time (FPT) problem is analyzed for both processes and the averages of FPT through a constant boundary are compared for a constant input signal and for different choices of involved parameters.
On time non-homogeneous feller-type diffusion process in neuronal modeling / Nobile, Amelia G.; Pirozzi, Enrica. - 9520:(2015), pp. 183-191. [10.1007/978-3-319-27340-2_24]
On time non-homogeneous feller-type diffusion process in neuronal modeling
PIROZZI, ENRICA
2015
Abstract
Time non-homogeneous Feller-type and Ornstein-Uhlenbeck diffusion processes are considered for modeling the neuronal activity in the presence of time-varying input signals. In particular, the first passage time (FPT) problem is analyzed for both processes and the averages of FPT through a constant boundary are compared for a constant input signal and for different choices of involved parameters.File in questo prodotto:
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