Deep Fusion of Computational and Symbolic Processing (Studies in Fuzziness and Soft Computing, Band 59) - Softcover

 
9783662003732: Deep Fusion of Computational and Symbolic Processing (Studies in Fuzziness and Soft Computing, Band 59)
Softcover
ISBN 10: 3662003732 ISBN 13: 9783662003732
Verlag: Physica, 2012

Inhaltsangabe

Symbolic processing has limitations highlighted by the symbol grounding problem. Computational processing methods, like fuzzy logic, neural networks, and statistical methods have appeared to overcome these problems. However, they also suffer from drawbacks in that, for example, multi-stage inference is difficult to implement. Deep fusion of symbolic and computational processing is expected to open a new paradigm for intelligent systems. Symbolic processing and computational processing should interact at all abstract or computational levels. For this undertaking, attempts to combine, hybridize, and fuse these processing methods should be thoroughly investigated and the direction of novel fusion approaches should be clarified. This book contains the current status of this attempt and also discusses future directions.

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Symbolic processing has limitations highlighted by the symbol grounding problem. Computational processing methods, like fuzzy logic, neural networks, and statistical methods have appeared to overcome these problems. However, they also suffer from drawbacks in that, for example, multi-stage inference is difficult to implement. Deep fusion of symbolic and computational processing is expected to open a new paradigm for intelligent systems. Symbolic processing and computational processing should interact at all abstract or computational levels. For this undertaking, attempts to combine, hybridize, and fuse these processing methods should be thoroughly investigated and the direction of novel fusion approaches should be clarified. This book contains the current status of this attempt and also discusses future directions.

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Verlag
Physica
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3662003732
ISBN 13 
9783662003732
Einband
Taschenbuch
Anzahl der Seiten
272
Herausgeber
Furuhashi Takeshi, Tano Shun'Ichi, Jacobsen Hans-Arno
Kontakt zum Hersteller
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9783790813395: Deep Fusion of Computational and Symbolic Processing (Studies in Fuzziness and Soft Computing Vol. 59)

Vorgestellte Ausgabe

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Hardcover