Deep Fusion of Computational and Symbolic Processing, Paperback by Furuhashi,...

$ 33.41

Item Length: 9.3 in Subject Area: Computers Item Height: 0.2 in height: 0.2 in Series: Studies in Fuzziness and Soft Computing Ser. Publication Year: 2012 Subject: Programming / General, Intelligence (Ai) & Semantics Author: Shun'ichi Tano ISBN: 9783662003732 Publication Name: Deep Fusion of Computational and Symbolic Processing width: 6.1 in Language: English Number of Pages: Xiv, 256 Pages Item Width: 6.1 in Type: Textbook Publisher: Physica-Verlag Item Weight: 14.9 Oz Format: Trade Paperback Book Title: Deep Fusion of Computational and Symbolic Processing

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Deep Fusion of Computational and Symbolic Processing, Paperback by Furuhashi,.... Deep Fusion of Computational and Symbolic Processing, Paperback by Furuhashi, Takeshi (EDT); Tano, Shun'Ichi (EDT); Jacobsen, Hans-Arno (EDT), ISBN 3662003732, ISBN-13 9783662003732, Like New Used, Free shipping in the US 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.