Titlebook: Dynamical Models In Neurocognitive Psychology; Ralf Engbert Book 2021 The Editor(s) (if applicable) and The Author(s), under exclusive lic

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Angela Bonifati,Stefano Paraboschimicroscopic to macroscopic behavior via the theory of stochastic processes as a key mathematical modeling framework. We introduce the physiology of the saccadic system and present basic statistical properties of fixational eye movements including microsaccades. Next we develop an integrative computa

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Distributed Information Systemsss sources of noise and their impact on sensory and motor processes. Bayesian motor planning is presented as a solution to the complex problem of sensorimotor integration. The example of saccadic landing positions in reading is discussed as an application, which sets the stage for the next chapter.

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Distributed Information Systemsiscuss the E-Z Reader model, a stochastic model, and its numerical simulation. As an alternative model, we present the SWIFT model, a stochastic dynamical system that implements a version of the dynamic field theory of movement preparation.

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Enterprise Application IntegrationThe concept of information accumulation in decision making is introduced in its general formulation. We discuss the class of discrete random-walk models and its mathematical solutions, which we compare to numerical simulations. Modeling results are also discussed in relation to neurophysiological research on simple decisions.

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