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A diffusion model for discrimination of temporal numerosity
Authors:Paolo Viviani
Affiliation:Department of Neurosensory Physiology, Laboratoire de Physiologie du Travail, CNRS, 41, rue Gay-Lussac, 75005 Paris, France
Abstract:This paper presents a model for sequential discrimination between the temporal frequencies of two discrete events. The model results from adjoining a theory for continuous estimation of temporal numerosity to a mathematical representation of the response criterion. A simple set of assumptions is used to describe the time evolution of numerosity estimates by a stochastic diffusion process. The predictions of the model are extensively compared to a body of results presented in a previous report, with an emphasis on individual performances. It is shown that a number of response strategies, observed in actual experiments, can be predicted by generalizing the classical notion of a single-valued response threshold to a stochastic, time-varying process.
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