
Computational models of conditioning
Title:
Computational models of conditioning
Author:
Schmajuk, Nestor A.
ISBN:
9780521113649
Publication Information:
Cambridge ; New York : Cambridge University Press, 2010.
Physical Description:
vii, 275 p. : ill. ; 26 cm.
General Note:
"This book contains the presentations given during the Duke Symposium on Computational Models of Conditioning, which took place between May 15th and May 17th of 2009 at the Duke Campus in Durham, N.C."--Introd.
Contents:
Evolution of attention in learning / The arguments of associations / The hybrid modeling approach to conditioning / Within-compound associations: models and data / Associative modulation of US processing: implications for understanding of habituation / Attention, associations, and configurations in conditioning / Computer simulation of the cerebellum / The operant/respondent distinction: a computational neural-network analysis
Abstract:
"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 in the field provide the latest advancements and present detailed descriptions of how the models simulate conditioned behavior and its physiological bases, offering advanced students and researchers examples of how the models are used to analyze existing experimental results and to 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 behavior"-- Provided by publisher.
Added Author:
Electronic Access:
Contributor biographical information http://catdir.loc.gov/catdir/enhancements/fy1010/2010022337-b.htmlPublisher description http://catdir.loc.gov/catdir/enhancements/fy1010/2010022337-d.html
Table of contents only http://catdir.loc.gov/catdir/enhancements/fy1010/2010022337-t.html
Cover image http://assets.cambridge.org/97805211/13649/cover/9780521113649.jpg