Connectionism: A Hands-on Approach - Softcover

Über die Autorin bzw. den Autor

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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CONNNECTIONISM is a “hands on” introduction to connectionist modeling. 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). An accompanying website is available at www.bcp.psych.ualberta.ca/%7emike/book3/index.html and includes practice exercises and software, as well as the files and blank exercise sheets that are required for performing the exercises.

Aus dem Klappentext

CONNNECTIONISM is a “hands on” introduction to connectionist modeling. 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). An accompanying website is available at www.bcp.psych.ualberta.ca/%7emike/book3/index.html and includes practice exercises and software, as well as the files and blank exercise sheets that are required for performing the exercises.