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Connectionism: A Hands-on Approach

Michael R W Dawson

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ISBN 10: 1405128070 / ISBN 13: 9781405128070
Published by Blackwell Publishing Limited, 2005
Used Condition: Good
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Bibliographic Details

Title: Connectionism: A Hands-on Approach

Publisher: Blackwell Publishing Limited

Publication Date: 2005

Book Condition: Good

About this title

Synopsis:

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

  • explores three different types of connectionist architectures – distributed associative memory, perceptron, and multilayer perceptron
  • 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
  • accompanied by a website at http://www.bcp.psych.ualberta.ca/~mike/Book3/ that includes practice exercises and software, as well as the files and blank exercise sheets required for performing the exercises
  • designed to be used as a stand-alone volume or alongside Minds and Machines: Connectionism and Psychological Modeling (by Michael R.W. Dawson, Blackwell 2004)

Book Description:

This practical, `hands on,' introduction to connectionist modeling explores three different types of connectionist architectures: distributed associative memory, perceptron, and multilayer perception. A brief overview of each architecture, detailed introduction on how to use a program to explore this network, and a series of practical exercises highlight the advantages, and disadvantages, of each and provide a `road map' to the field of cognitive modeling. This book can be used as a stand-alone volume, or alongside Minds and Machines (Blackwell Publishing 2004). An accompanying website at www.bcp.psych.ualberta.ca/mike/Book3/ includes practice exercises and software, as well as the files and blank exercise sheets that are required for performing the exercises.

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