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Connectionist-Symbolic Integration: From Unified to Hybrid Approaches - Softcover

 
9780805823493: Connectionist-Symbolic Integration: From Unified to Hybrid Approaches

Synopsis

A variety of ideas, approaches, and techniques exist -- in terms of both architecture and learning -- and this abundance seems to lead to many exciting possibilities in terms of theoretical advances and application potentials. Despite the apparent diversity, there is clearly an underlying unifying theme: architectures that bring together symbolic and connectionist models to achieve a synthesis and synergy of the two different paradigms, and the learning and knowledge acquisition methods for developing such architectures. More effort needs to be extended to exploit the possibilities and opportunities in this area.

This book is the outgrowth of The IJCAI Workshop on Connectionist-Symbolic Integration: From Unified to Hybrid Approaches, held in conjunction with the fourteenth International Joint Conference on Artificial Intelligence (IJCAI '95). Featuring various presentations and discussions, this two-day workshop brought to light many new ideas, controversies, and syntheses which lead to the present volume.

This book is concerned with the development, analysis, and application of hybrid connectionist-symbolic models in artificial intelligence and cognitive science. Drawing contributions from a large international group of experts, it describes and compares a variety of models in this area. The types of models discussed cover a wide range of the evolving spectrum of hybrid models, thus serving as a well-balanced progress report on the state of the art. As such, this volume provides an information clearinghouse for various proposed approaches and models that share the common belief that connectionist and symbolic models can be usefully combined and integrated, and such integration may lead to significant advances in understanding intelligence.

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Ron Sun, Frederic Alexandre

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9780805823486: Connectionist-Symbolic Integration: From Unified to Hybrid Approaches

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ISBN 10:  0805823484 ISBN 13:  9780805823486
Publisher: Psychology Press, 1997
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Published by Psychology Press, 1997
ISBN 10: 0805823492 ISBN 13: 9780805823493
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Condition: Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. Seller Inventory # Z1-C-011-02116

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Sun, Ron and Frederic Alexandre.
Published by Lawrence Erlbaum, Mahwah, NJ, 1997
ISBN 10: 0805823492 ISBN 13: 9780805823493
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