Localist Connectionist Approaches To Human Cognition (eBook, ePUB)

Redaktion: Grainger, Jonathan; Jacobs, Arthur; Jacobs, Arthur M.

• Format: ePub

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 384
• Erscheinungstermin: 17. Juni 2013
• Englisch
• ISBN-13: 9781134804092
• Artikelnr.: 42683644

Autorenporträt

Arthur Jacobs, Jonathan Grainger, Arthur M. Jacobs

Inhaltsangabe

Contents: Preface. J. Grainger
A.M. Jacobs
On Localist Connectionism and Psychological Science. G. Houghton
S.P. Tipper
A Model of Selective Attention as a Mechanism of Cognitive Control. A.M. Burton
A Model of Human Face Recognition. U.H. Frauenfelder
G. Peeters
Simulating the Time Course of Spoken Word Recognition: An Analysis of Lexical Competition in TRACE. A.M. Jacobs
A. Rey
J.C. Ziegler
J. Grainger
MROM-p: An Interactive Activation
Multiple Readout Model of Orthographic and Phonological Processes in Visual Word Recognition. T. Dijkstra
W.J.B. van Heuven
The BIA Model and Bilingual Word Recognition. M. Page
D. Norris
Modeling Immediate Serial Recall With a Localist Implementation of the Primacy Model. U. Schade
H-J. Eikmeyer
Modeling the Production of Object Specifications. R.L. Goldstone
Hanging Together: A Connectionist Model of Similarity. I.J. Myung
M.A. Pitt
Issues in Selecting Mathematical Models of Cognition.