A comparison of bounded diffusion models for choice in time controlled tasks

DOI10.1016/j.jmp.2009.03.001zbMath1176.60075OpenAlexW2129554788WikidataQ41832369 ScholiaQ41832369MaRDI QIDQ734675

Jiaxiang Zhang, Philip J. Holmes, Rafal Bogacz

Publication date: 13 October 2009

Published in: Journal of Mathematical Psychology (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc2757788

zbMATH Keywords

decisionchoicediffusion modelabsorbing boundariesreflecting boundaries

Mathematics Subject Classification ID

Applications of Brownian motions and diffusion theory (population genetics, absorption problems, etc.) (60J70)

Related Items (4)

Accuracy and response-time distributions for decision-making: linear perfect integrators versus nonlinear attractor-based neural circuits ⋮ A decision-making Fokker-Planck model in computational neuroscience ⋮ Bounded Ornstein-Uhlenbeck models for two-choice time controlled tasks ⋮ A tutorial on variational Bayes for latent linear stochastic time-series models

Uses Software

• subplex

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• A sequential theory of psychological discrimination
• Dynamic stochastic models for decision making under time constraints.
• Simple matrix methods for analyzing diffusion models of choice probability, choice response time, and simple response time
• Stochastic dynamic models of response time and accuracy: A foundation primer
• Survey of decision field theory
• Intersensory facilitation of reaction time: Evaluation of counter and diffusion coactivation models
• Optimal strategies for seeking information. Models for statistics, choice reaction times, and human information processing
• The dynamics of choice among multiple alternatives
• Correction for fast guessing and the speed-accuracy tradeoff in choice reaction time
• Models for choice-reaction time

This page was built for publication: A comparison of bounded diffusion models for choice in time controlled tasks