Connectionism: A Hands-on Approach

Publication Year: 2005

Edition: 1st

Authors/Editor: 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: Ovid
Publisher: Wiley
Product Type: Book
Author/Editor: Dawson, Michael R.W.
ISBN: 978-1-40-513074-5
Specialty:
Cognitive Psychology
Psychology
Language: English
Edition: 1st
Pages: 208
Year: 2005

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Connectionism: A Hands-on Approach

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