Deep Fusion of Computational and Symbolic Processing

Takeshi Furuhashi

ISBN 10: 3662003732 / ISBN 13: 9783662003732

Published by Physica-Verlag HD, 2012

About this Item

nach der Bestellung gedruckt Neuware - Printed after ordering - 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.

Seller Inventory # 9783662003732

Bibliographic Details

• Title: Deep Fusion of Computational and Symbolic Processing
• Publisher: Physica-Verlag HD
• Publication Date: 2012
• Language: English
• ISBN 10: 3662003732
• ISBN 13: 9783662003732
• Binding: Taschenbuch
• Condition: Neu

About this title

Synopsis

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.