Textbook

Connectionism: A Hands-on Approach

ISBN: 978-1-4051-2807-0

Paperback

208 pages

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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)