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Connectionism

A Hands-on Approach

Michael R. W. Dawson

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John Wiley & Sons img Link Publisher

Geisteswissenschaften, Kunst, Musik / Psychologie

Beschreibung

Connectionism is a "hands on" introduction toconnectionist modeling through practical exercises in differenttypes of connectionist architectures. * explores three different types of connectionist architectures- distributed associative memory, perceptron, and multilayerperceptron * provides a brief overview of each architecture, a detailedintroduction on how to use a program to explore this network, and aseries of practical exercises that are designed to highlight theadvantages, and disadvantages, of each * accompanied by a website athttp://www.bcp.psych.ualberta.ca/~mike/Book3/ that includespractice exercises and software, as well as the files and blankexercise sheets required for performing the exercises * designed to be used as a stand-alone volume or alongsideMinds and Machines: Connectionism and Psychological Modeling(by Michael R.W. Dawson, Blackwell 2004)

Rezensionen

Anne JaapJacobson, University of Houston
"This is a first-rate textbook, Enabling readers to performsimulations described, it provides a very user-friendlyintroduction to the essential material, which it sets in anengaging, historically informed context."
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Schlagwörter

Philosophy, Cognitive Science, Kognitionswissenschaft, Psychology, Philosophy of Mind, Philosophie, Psychologie, Geistesphilosophie