Stochastic integrate and fire models: a review on mathematical methods and their applications

L Sacerdote, MT Giraudo - … models: with applications to neuronal modeling, 2013 - Springer
Mathematical models are an important tool for neuroscientists. During the last 30 years
many papers have appeared on single neuron description and specifically on stochastic …

[图书][B] Noise-induced phenomena in slow-fast dynamical systems: a sample-paths approach

N Berglund, B Gentz - 2006 - books.google.com
Stochastic differential equations play an increasingly important role in modeling the
dynamics of a large variety of systems in the natural sciences, and in technological …

A computational approach to first-passage-time problems for Gauss–Markov processes

E Di Nardo, AG Nobile, E Pirozzi… - Advances in Applied …, 2001 - cambridge.org
A new computationally simple, speedy and accurate method is proposed to construct first-
passage-time probability density functions for Gauss–Markov processes through time …

Boundary crossing probability for Brownian motion

K Pötzelberger, L Wang - Journal of applied probability, 2001 - cambridge.org
Wang and Pötzelberger (1997) derived an explicit formula for the probability that a Brownian
motion crosses a one-sided piecewise linear boundary and used this formula to …

Approximations of boundary crossing probabilities for a Brownian motion

A Novikov, V Frishling, N Kordzakhia - Journal of Applied Probability, 1999 - cambridge.org
Using the Girsanov transformation we derive estimates for the accuracy of piecewise
approximations for one-sided and two-sided boundary crossing probabilities. We …

On the comparison of Feller and Ornstein-Uhlenbeck models for neural activity

P Lánský, L Sacerdote, F Tomassetti - Biological cybernetics, 1995 - Springer
Diffusion processes have been extensively used to describe membrane potential behavior.
In this approach the interspike interval has a theoretical counterpart in the first-passage-time …

Crossing probabilities for diffusion processes with piecewise continuous boundaries

L Wang, K Pötzelberger - Methodology and Computing in Applied …, 2007 - Springer
We propose an approach to compute the boundary crossing probabilities for a class of
diffusion processes which can be expressed as piecewise monotone (not necessarily one-to …

Explicit bounds for approximation rates of boundary crossing probabilities for the Wiener process

K Borovkov, A Novikov - Journal of Applied Probability, 2005 - cambridge.org
We give explicit upper bounds for convergence rates when approximating both one-and two-
sided general curvilinear boundary crossing probabilities for the Wiener process by similar …

A phase transition in the first passage of a Brownian process through a fluctuating boundary with implications for neural coding

T Taillefumier, MO Magnasco - Proceedings of the National …, 2013 - National Acad Sciences
Finding the first time a fluctuating quantity reaches a given boundary is a deceptively simple-
looking problem of vast practical importance in physics, biology, chemistry, neuroscience …

An improved technique for the simulation of first passage times for diffusion processes

MT Giraudo, L Sacerdote - Communications in Statistics-Simulation …, 1999 - Taylor & Francis
Improved simulation schemes for the evaluation of first passage times through boundaries
for one dimensional diffusion processes can be obtained taking into account possible …