Deep Fusion of Computational and Symbolic Processing

Furuhashi, Takeshi, Shun'Ichi Tano and Hans-Arno Jacobsen, Editors

ISBN 10: 3790813397 / ISBN 13: 9783790813395

Verlag: Physica Verlag, 2001

Beschreibung

Physica Verlag, 2001. Cover/spine edges/corners lightly rubbed/bumped; binding tight; cover, edges, and interior intact and clean. hardcover. Good.

Bestandsnummer des Verkäufers 582119

Bibliografische Details

• Titel: Deep Fusion of Computational and Symbolic Processing
• Verlag: Physica Verlag
• Erscheinungsjahr: 2001
• Sprache: Englisch
• ISBN-10: 3790813397
• ISBN-13: 9783790813395
• Einband: Hardcover
• Zustand: Good
• Verkäuferkataloge:
  • New Additions
  • Mathematics

Über diesen Titel

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.