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Localist Connectionist Approaches To Human Cognition
Contributor(s): Grainger, Jonathan (Editor), Jacobs, Arthur M. (Editor), Jacobs, Arthur (Editor)
ISBN: 0805825568     ISBN-13: 9780805825565
Publisher: Psychology Press
OUR PRICE:   $161.50  
Product Type: Hardcover - Other Formats
Published: August 1998
Qty:
Annotation: This volume addresses the relatively underexplored methodology of localist (as opposed to distributed) connectionist modeling of cognitive processes. It will interest experimental psychologists and cognitive scientists, both theoretical and applied.

Additional Information
BISAC Categories:
- Psychology | Cognitive Psychology & Cognition
- Computers
Dewey: 153
LCCN: 97052267
Lexile Measure: 1410
Series: Scientific Psychology
Physical Information: 1.15" H x 6.2" W x 9.14" (1.75 lbs) 378 pages
 
Descriptions, Reviews, Etc.
Publisher Description:
This volume provides an overview of a relatively neglected branch of connectionism known as localist connectionism. The singling out of localist connectionism is motivated by the fact that some critical modeling strategies have been more readily applied in the development and testing of localist as opposed to distributed connectionist models (models using distributed hidden-unit representations and trained with a particular learning algorithm, typically back-propagation). One major theme emerging from this book is that localist connectionism currently provides an interesting means of evolving from verbal-boxological models of human cognition to computer-implemented algorithmic models. The other central messages conveyed are that the highly delicate issue of model testing, evaluation, and selection must be taken seriously, and that model-builders of the localist connectionist family have already shown exemplary steps in this direction.