Computational Models of Conditioning

Nonfiction, Health & Well Being, Medical, Specialties, Internal Medicine, Neuroscience, Science & Nature, Science
Cover of the book Computational Models of Conditioning by Nestor Schmajuk, Cambridge University Press
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Author: Nestor Schmajuk ISBN: 9780511861437
Publisher: Cambridge University Press Publication: October 21, 2010
Imprint: Cambridge University Press Language: English
Author: Nestor Schmajuk
ISBN: 9780511861437
Publisher: Cambridge University Press
Publication: October 21, 2010
Imprint: Cambridge University Press
Language: English

Since first described, multiple properties of classical conditioning have been discovered, establishing the need for mathematical models to help explain the defining features. The mathematical complexity of the models puts our understanding of their workings beyond the ability of our intuitive thinking and makes computer simulations irreplaceable. The complexity of the models frequently results in function redundancy, a natural property of biologically evolved systems that is much desired in technologically designed products. Experts provide the latest advancements in the field and present detailed descriptions of how the models simulate conditioned behaviour and its physiological bases. It offers advanced students and researchers examples of how the models are used to analyse existing experimental results and design future experiments. This volume is of great interest to psychologists and neuroscientists, as well as computer scientists and engineers searching for ideas applicable to the design of robots that mimic animal behaviour.

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Since first described, multiple properties of classical conditioning have been discovered, establishing the need for mathematical models to help explain the defining features. The mathematical complexity of the models puts our understanding of their workings beyond the ability of our intuitive thinking and makes computer simulations irreplaceable. The complexity of the models frequently results in function redundancy, a natural property of biologically evolved systems that is much desired in technologically designed products. Experts provide the latest advancements in the field and present detailed descriptions of how the models simulate conditioned behaviour and its physiological bases. It offers advanced students and researchers examples of how the models are used to analyse existing experimental results and design future experiments. This volume is of great interest to psychologists and neuroscientists, as well as computer scientists and engineers searching for ideas applicable to the design of robots that mimic animal behaviour.

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