Connectionist Symbol Processing

Name: Connectionist Symbol Processing
Brand: MIT Press
SKU: 9780262581066
Price: 4170.0 INR
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by Geoffrey Hinton

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ISBN13: 9780262581066
Binding: Paperback
Subject: N/A
Publisher: MIT Press
Publisher Imprint: MIT Press
Publication Date: October 17, 1991
Pages: 270
Original Price: USD 35.0
Language: English
Edition: Mit Press
Item Weight: 635 grams
BISAC Subject(s): Artificial Intelligence / General

About The Book

Addressing the current tension within the artificial intelligence community between advocates of powerful symbolic representations that lack efficient learning procedures and advocates of relatively simple learning procedures that lack the ability to represent complex structures effectively.

The six contributions in Connectionist Symbol Processing address the current tension within the artificial intelligence community between advocates of powerful symbolic representations that lack efficient learning procedures and advocates of relatively simple learning procedures that lack the ability to represent complex structures effectively. The authors seek to extend the representational power of connectionist networks without abandoning the automatic learning that makes these networks interesting.Aware of the huge gap that needs to be bridged, the authors intend their contributions to be viewed as exploratory steps in the direction of greater representational power for neural networks. If successful, this research could make it possible to combine robust general purpose learning procedures and inherent representations of artificial intelligence--a synthesis that could lead to new insights into both representation and learning.

About The Author

Hinton, Geoffrey: - Geoffrey Hinton is Professor of Computer Science at the University of Toronto.

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