Bounded Ornstein-Uhlenbeck models for two-choice time controlled tasks

Jiaxiang Zhang, R Bogacz

Research output: Contribution to journalArticle

10 Citations (Scopus)


The Ornstein-Uhlenbeck (O-U) model has been successfully applied to describe the response accuracy and response time in 2-alternative choice tasks. This paper analyses properties and performance of variants of the O-U model with absorbing and reflecting boundary conditions that limit the range of possible values of the integration variable. The paper focuses on choice tasks with pre-determined response time. The type of boundary and the growth/decay parameter of the O-U model jointly determine how the choice is influenced by the sensory input presented at different times throughout the trial. It is shown that the O-U models with two types of boundary are closely related and can achieve the same performance under certain parameter values. The value of the growth/decay parameter that maximizes the accuracy of the model has been identified. It is shown that when the boundaries are introduced, the O-U model may achieve higher accuracy than the diffusion model. This suggests that given the limited range of the firing rates of integrator neurons, the neural decision circuits could achieve higher accuracy employing leaky rather than linear integration in certain tasks. We also propose experiments that could distinguish between different models of choice in tasks with pre-determined response time. (C) 2010 Elsevier Inc. All rights reserved.
Original languageEnglish
Pages (from-to)322-333
Number of pages12
JournalJournal of Mathematical Psychology
Issue number3
Publication statusPublished - 1 Jun 2010


  • Choice
  • Reflecting boundaries
  • Ornstein-Uhlenbeck model
  • Decision
  • Absorbing boundaries


Dive into the research topics of 'Bounded Ornstein-Uhlenbeck models for two-choice time controlled tasks'. Together they form a unique fingerprint.

Cite this