Connectionism: A Hands-on Approach by Michael R W Dawson

Connectionism: A Hands-on Approach



Download Connectionism: A Hands-on Approach




Connectionism: A Hands-on Approach Michael R W Dawson
Language: English
Page: 208
Format: pdf
ISBN: 1405130741, 9781405143899
Publisher:

Review

“This is a first-rate textbook, Enabling readers to perform simulations described, it provides a very user-friendly introduction to the essential material, which it sets in an engaging, historically informed context.” Anne Jaap Jacobson, University of Houston

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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