Deep Fusion of Computational and Symbolic Processing

• Corporate Author: SpringerLink (Online service)
• Other Authors: Furuhashi, Takeshi (Editor, http://id.loc.gov/vocabulary/relators/edt), Tano, Shun'Ichi (Editor, http://id.loc.gov/vocabulary/relators/edt), Jacobsen, Hans-Arno (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2001.
• Edition: 1st ed. 2001.
• Series: Studies in Fuzziness and Soft Computing, 59
• Subjects: Computer programming.; Artificial intelligence.; Programming Techniques.; Artificial Intelligence.

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...