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Connectionism: A Hands-on Approach

Publication Year:
2005
Edition:
1st
Author:
Dawson, Michael R.W.
Publisher:
Wiley
ISBN:
978-1-40-513074-5
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Description
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).
Details
Platform:
OvidSP
Publisher:
Wiley
Product Type:
Book
Author:
Dawson, Michael R.W.
ISBN:
978-1-40-513074-5
Specialty:
  • Cognitive Psychology
  • Psychology
Language:
English
Edition:
1st
Pages:
208
Publication Year:
2005

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