Connectionist Symbol Processing - Tapa blanda

 
9780262581066: Connectionist Symbol Processing
Tapa blanda
ISBN 10: 026258106X ISBN 13: 9780262581066
Editorial: MIT Press, 1991

Sinopsis

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.

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Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
MIT Press
Año de publicación
1991
Idioma
Inglés
ISBN 10 
026258106X
ISBN 13 
9780262581066
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
270
Editor
Hinton Geoffrey
Contacto del fabricante
no disponible
Persona responsable
no disponible