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The survival probability and the first-passage-time statistics are important quantities in different fields. The Wiener process is the simplest stochastic processwith continuous variables, and important results can be explicitly found from…

统计力学 · 物理学 2011-02-15 Eugenio Urdapilleta

The first passage time density of a diffusion process to a time varying threshold is of primary interest in different fields. Here we consider a Brownian motion in presence of an exponentially decaying threshold to model the neuronal…

概率论 · 数学 2016-02-18 Massimiliano Tamborrino

Given a two-dimensional correlated diffusion process, we determine the joint density of the first passage times of the process to some constant boundaries. This quantity depends on the joint density of the first passage time of the first…

概率论 · 数学 2017-01-26 Laura Sacerdote , Massimiliano Tamborrino , Cristina Zucca

This paper is the first part of a series of papers on filtering for partially observed jump diffusions satisfying a stochastic differential equation driven by Wiener processes and Poisson martingale measures. The coefficients of the…

概率论 · 数学 2022-05-18 Fabian Germ , István Gyöngy

This article introduces two techniques for computing the distribution of the absorption or first passage time of the drifted Wiener diffusion subject to Poisson resetting times, to an upper hard wall barrier and to a lower absorbing…

In one-dimensional systems, the dynamics of a Brownian particle are governed by the force derived from a potential as well as by diffusion properties. In this work, we obtain the first-passage-time statistics of a Brownian particle driven…

统计力学 · 物理学 2015-11-25 Eugenio Urdapilleta

To make decisions organisms often accumulate information across multiple timescales. However, most experimental and modeling studies of decision-making focus on sequences of independent trials. On the other hand, natural environments are…

神经元与认知 · 定量生物学 2018-06-12 Khanh P Nguyen , Kresimir Josic , Zachary P Kilpatrick

We derive expressions for the first three moments of the decision time (DT) distribution produced via first threshold crossings by sample paths of a drift-diffusion equation. The "pure" and "extended" diffusion processes are widely used to…

神经元与认知 · 定量生物学 2016-01-26 Vaibhav Srivastava , Philip Holmes , Patrick Simen

Recently a general growth curve including the well known growth equations, such as Malthus, logistic, Bertallanfy, Gompertz, has been studied. We now propose two stochastic formulations of this growth equation. They are obtained starting…

We present a detailed study on the mean first-passage time of volatility processes. We analyze the theoretical expressions based on the most common stochastic volatility models along with empirical results extracted from daily data of major…

物理与社会 · 物理学 2008-12-02 Jaume Masoliver , Josep Perello

Human decision making behavior is observed with choice-response time data during psychological experiments. Drift-diffusion models of this data consist of a Wiener first-passage time (WFPT) distribution and are described by cognitive…

神经元与认知 · 定量生物学 2022-08-18 Qinhua Jenny Sun , Khuong Vo , Kitty Lui , Michael Nunez , Joachim Vandekerckhove , Ramesh Srinivasan

As known, the commonly-utilized ways to determine mean first-passage time $\overline{\mathcal{F}}$ for random walk on networks are mainly based on Laplacian spectra. However, methods of this type can become prohibitively complicated and…

概率论 · 数学 2021-11-18 Fei Ma , Ping Wang

Evidence accumulation models of simple decision-making have long assumed that the brain estimates a scalar decision variable corresponding to the log-likelihood ratio of the two alternatives. Typical neural implementations of this…

神经元与认知 · 定量生物学 2018-10-24 Marc W. Howard , Andre Luzardo , Zoran Tiganj

The existence of a global martingale solution to a cross-diffusion system with multiplicative Wiener noise in a bounded domain with no-flux boundary conditions is shown. The model describes the dynamics of population densities of different…

偏微分方程分析 · 数学 2022-11-10 Mrinmay Biswas , Ansgar Jüngel

We present the analysis of the first passage time problem on a finite interval for the generalized Wiener process that is driven by L\'evy stable noises. The complexity of the first passage time statistics (mean first passage time,…

统计力学 · 物理学 2020-03-16 B. Dybiec , E. Gudowska-Nowak , P. Hänggi

We propose a unifying theoretical framework for the analysis of first-passage time distributions in two important classes of stochastic processes in which the diffusivity of a particle evolves randomly in time. In the first class of…

统计力学 · 物理学 2019-11-05 D. S. Grebenkov

A random walk (or a Wiener process), possibly with drift, is observed in a noisy or delayed fashion. The problem considered in this paper is to estimate the first time \tau the random walk reaches a given level. Specifically, the p-moment…

信息论 · 计算机科学 2012-03-22 Marat V. Burnashev , Aslan Tchamkerten

The first passage time for a single diffusing particle has been studied extensively, but the first passage time of a system of many diffusing particles, as is often the case in physical systems, has received little attention until recently.…

统计力学 · 物理学 2024-11-22 Jacob B. Hass , Ivan Corwin , Eric I. Corwin

We consider a Markovian jumping process with two absorbing barriers, for which the waiting-time distribution involves a position-dependent coefficient. We solve the Fokker-Planck equation with boundary conditions and calculate the mean…

统计力学 · 物理学 2007-10-16 A. Kamińska , T. Srokowski

We consider the first-crossing-time problem through a constant boundary for a Wiener process perturbed by random jumps driven by a counting process. On the base of a sample-path analysis of the jump-diffusion process we obtain explicit…

概率论 · 数学 2007-06-20 Antonio Di Crescenzo , Elvira Di Nardo , Luigi M. Ricciardi
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