Decision-time statistics of nonlinear diffusion models: characterizing long sequences of subsequent trials

DOI10.1016/j.jmp.2020.102445zbMath1457.91158OpenAlexW3085068289MaRDI QIDQ826929

Sebastian Vellmer, Benjamin Lindner

Publication date: 6 January 2021

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

Full work available at URL: https://doi.org/10.1016/j.jmp.2020.102445

zbMATH Keywords

decision makingdiffusion-decision modelstochastic decision models

Mathematics Subject Classification ID

Decision theory (91B06) Neural networks for/in biological studies, artificial life and related topics (92B20) Cognitive psychology (91E10)

Cites Work

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• The Fokker-Planck equation. Methods of solution and applications
• The Poisson shot noise model of visual short-term memory and choice response time: normalized coding by neural population size
• A note on the distribution of response times for a random walk with Gaussian increments
• From Poisson shot noise to the integrated Ornstein-Uhlenbeck process: neurally principled models of information accumulation in decision-making and response time
• Spike-train spectra and network response functions for nonlinear integrate-and-fire neurons
• Short first-passage times
• Stochastic dynamic models of response time and accuracy: A foundation primer
• Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons.
• Interspike interval correlation in a stochastic exponential integrate-and-fire model with subthreshold and spike-triggered adaptation
• Statistical structure of neural spiking under non-Poissonian or other non-white stimulation
• Integrate-and-fire neurons driven by asymmetric dichotomous noise
• The dynamics of choice among multiple alternatives
• A Guide to First-Passage Processes
• Stochastic Models of Evidence Accumulation in Changing Environments
• Sequential Effects in Two-Choice Reaction Time Tasks: Decomposition and Synthesis of Mechanisms
• On an integral equation for first-passage-time probability densities
• Response of Integrate-and-Fire Neurons to Noisy Inputs Filtered by Synapses with Arbitrary Timescales: Firing Rate and Correlations
• The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks
• The First Passage Problem for a Continuous Markov Process

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