A Hands-on Approach
By (author) Michael R. W. Dawson
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Connectionism by Michael R. W. Dawson
Book Description"Connectionism" is a 'hands on' introduction to connectionist modeling through practical exercises in different types of connectionist architectures. It explores three different types of connectionist architectures - distributed associative memory, perceptron, and multilayer perceptron. It 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 that includes practice exercises and software, as well as the files and blank exercise sheets required for performing the exercises. It is 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).
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Book DetailsISBN: 9781405128070
(245mm x 172mm x 15mm)
Imprint: Blackwell Publishing Ltd
Publisher: John Wiley and Sons Ltd
Publish Date: 21-Feb-2005
Country of Publication: United Kingdom
Books By Author Michael R. W. Dawson
Connectionism, Hardback (February 2005)
Offers an introduction to connectionist modeling through practical exercises in different types of connectionist architectures. This title explores three different types of connectionist architectures - distributed associative memory, perceptron, and multilayer perceptron. It also provides a brief overview of each architecture.
Understanding Cognitive Science, Paperback (September 1998)» View all books by Michael R. W. Dawson
An introduction to cognitive science, this title provides undergraduate and graduate students with the theoretical foundations of classical and connectionist cognitive science to explain the and teach the underlying unity of the field.
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Author Biography - Michael R. W. Dawson
Michael R. W. Dawson is a member of the Department of Psychology and the Biological Computation Project at the University of Alberta, Canada. He is the author of Understanding Cognitive Science (Blackwell , 1998) and Minds and Machines (Blackwell, 2004).
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