Connectionism and Psychology: A Psychological Perspective on Connectionist Research

Connectionism and Psychology: A Psychological Perspective on Connectionist Research

by PhilipQuinlan (Author)

Synopsis

This is an introductory text on connectionism, which is fundamentally concerned with methods for construing mental processes, and which challenges the traditional information-processing approach. Examples of connectionist models of learning, vision and language are described in detail, and the basic predicates like exclusive-OR are examined. In addition, the limitations of perceptions are explained and properties of multi-layer networks are described with the help of examples of psychological processes. A psychological perspective of the history of connectionism is provided and the book ends with a general critique of the approach.

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More Information

Format: Paperback
Pages: 320
Edition: illustrated edition
Publisher: Prentice-Hall
Published: 01 Aug 1991

ISBN 10: 0745008356
ISBN 13: 9780745008356