The Dynamics of Concepts
by Philip R Van Loocke (9783540576471)

The Dynamics of Concepts
 
Philip R Van Loocke
Release Date: 28 January 1994
Format: Paperback / softback
Pages: 347
Category: Artificial Intelligence
Publisher: Springer
ISBN: 9783540576471
ISBN-10: 3540576479



This book offers a model for concepts and their dynamics. A basic assumptionis that concepts are composed of specified components, which are representedby large binary patterns whose psychological meaning is governed by the interaction between conceptual modules and other functional modules. A recurrent connectionist model is developed in which some inputs are attracted faster than others by an attractor, where convergence times can beinterpreted as decision latencies. The learning rule proposed is extracted from psychological experiments. The rule has the property that that whena context becomes more familiar, the associations between the concepts of the context spontaneously evolve from loose associations to a more taxonomicorganization.

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