Statistics of the first passage area functional for an OrnsteinUhlenbeck process

MJ Kearney, RJ Martin - Journal of Physics A: Mathematical and …, 2021 - iopscience.iop.org
… Various applications are indicated. … suspensions [11]; the associated techniques being
developed explicitly in [12… the key results relating to the first passage time T. As mentioned above, …

Maximum Likelihood Estimation for an OrnsteinUhlenbeck Model for Neural Activity

S Iyengar - Journal of Statistical Theory and Practice, 2021 - Springer
… The OrnsteinUhlenbeck process arises from a leaky … The first-hitting time density is not
tractable, so we use its … Next, our numerical work indicates that the OU first passage time pdfs are …

Jacobi processes with jumps as neuronal models: a first passage time analysis

G D'Onofrio, P Patie, L Sacerdote - SIAM Journal on Applied Mathematics, 2024 - SIAM
… The OrnsteinUhlenbeck process indeed allows unlimited … Finally, we stress that, despite
the application in the context of … some jump distribution that depends on the inverse of \(\mu\) or …

The first-passage area of Ornstein-Uhlenbeck process revisited

M Abundo - Stochastic Analysis and Applications, 2023 - Taylor & Francis
… the first-passage time of X(t) through zero and its first-passage … in biological modeling
concerning neuronal activity, and in … a constant barrier x is the inverse Gaussian density, namely (…

Analytical survival analysis of the ornsteinuhlenbeck process

LT Giorgini, W Moon, JS Wettlaufer - Journal of statistical physics, 2020 - Springer
… OU process is used to study neuronal activity [1] and the time-… \) for the first time is variously
called the first hitting time or first2d we show that the numerical solution with two boundaries …

A cumulant approach for the first-passage-time problem of the Feller square-root process

E Di Nardo, G D'Onofrio - Applied Mathematics and Computation, 2021 - Elsevier
… The paper focuses on an approximation of the first passage time probability density function
… Then we apply our method to different case studies inspired by neuronal and financial …

The moving-eigenvalue method: hitting time for ito processes and moving boundaries

MNP Nilsson - Journal of Physics A: Mathematical and …, 2020 - iopscience.iop.org
technique by application to Wiener and OrnsteinUhlenbeck … For the OrnsteinUhlenbeck
process defined by (2), we … The first passage time of a sandwiched smooth boundary will occur …

First-passage probabilities and invariant distributions of Kac-Ornstein-Uhlenbeck processes

N Ratanov - arXiv preprint arXiv:2102.13308, 2021 - arxiv.org
first passage distributions and neural modelling applications. … We define also a process Γ(s,t)
with inverse time by setting Γ(s… and ℓ1 of the first passage time T(x,y), (14). We will consider …

Numerical approximation of the first-passage time distribution of time-varying diffusion decision models: A mesh-free approach

AHH Rasanan, NJ Evans, J Rieskamp… - Engineering Analysis with …, 2023 - Elsevier
… been proposed based on ideas of neural plausibility, such as models with evidence leakage
(eg, the OrnsteinUhlenbeck model [47]; see also [16], [19]), boundaries that collapse over …

On the first-passage time problem for a Feller-type diffusion process

V Giorno, AG Nobile - Mathematics, 2021 - mdpi.com
… and of the Wiener and the OrnsteinUhlenbeck processes … , a property that in the neuronal
models allows the inclusion of … by performing the inverse LT to the second expression in (36) …