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Dynamical Models In Neurocognitive Psychology
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Dynamical Models In Neurocognitive Psychology

2021 ed.

Book Details

Format Paperback / Softback
ISBN-10 3030673014
ISBN-13 9783030673017
Edition 2021 ed.
Publisher Springer Nature Switzerland AG
Imprint Springer Nature Switzerland AG
Country of Manufacture GB
Country of Publication GB
Publication Date Mar 4th, 2022
Print length 155 Pages
Ksh 8,100.00
Werezi Extended Catalogue 0 in stock

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The development of cognitive models is a key step in the challenging research program to advance our understanding of human cognition and behavior.

The development of cognitive models is a key step in the challenging research program to advance our understanding of human cognition and behavior. Dynamical models represent a general and flexible approach to cognitive modeling. This introduction focuses on applications of stochastic processes and dynamical systems to model cognition. The dynamical approach is particularly useful to emphasize the strong link between experimental research (and its paradigms), data analysis, and mathematical models including their computer implementation for numerical simulation. Most of specific examples are from the domain of eye movement research, with concepts being applicable to a broad range of problems in cognitive modeling. The textbook aims at the graduate and/or advanced undergraduate level for students in Cognitive Science and related disciplines such as Psychology and Computer Science.  

  • Joint introduction of the theory of cognitive processes and mathematical models, their underlying mathematical concepts, numerical simulation, and analysis;
  • The focus on eye movements provide a theoretically coherent, but very general application area;
  • Computer code in R Programming Language for Statistical Computing is available for all examples, figures, and solutions to exercises. 



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