An introduction to learning |
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Authors: | D Partridge K Paap |
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Affiliation: | (1) Department of Computer Science, University of Exeter, UK;(2) Department of Psychology, New Mexico State University, USA |
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Abstract: | At a symbolic level cognition can be modelled as a production system where meaning units are represented as condition-action rules. Anderson (1982, 1987) provides a good example of how learning can occur with this type of knowledge representation. At a subsymbolic level cognition can be modelled with a connectionist network where meaning units are represented as patterns of parallel distributed activity. The work of the McClelland and Rumelhart (1986) group is a prototype of this approach. We elaborate on these two approaches to learning and contrast the symbolic search space paradigm with the connectionist paradigm. |
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