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