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Connectionism: A Hands-on Approach
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Connectionism: A Hands-on Approach

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Connectionism is a “hands on” introduction to connectionist modeling through practical exercises in different types of connectionist architectures.

Three different types of connectionist architectures – distributed associative memory, perceptron, and multilayer perceptron – are explored. In an accessible style, Dawson provides a brief overview of each architecture, a detailed introduction on how to use a program to explore this network, and a series of practical exercises that are designed to highlight the advantages, and disadvantages, of each and to provide a "road map" to the field of cognitive modeling.

This book is designed to be used as a stand-alone volume, or alongside Minds and Machines: Connectionism and Psychological Modeling (Blackwell Publishing, 2004).

  • Author/Editor: Dawson, Michael R.W.
  • ISBN/ISSN: 9781405130745
  • Specialty: Psychology
  • Language:English
  • Edition: 1st
  • Pages: 208
  • Illustrations: 0
  • Year: 2005