登入選單
返回Google圖書搜尋
Deep Fusion of Computational and Symbolic Processing
Takeshi FuruhashiShun'Ichi TanoHans-Arno Jacobsen
出版Physica, 2012-12-06
主題Computers / Programming / GeneralComputers / Artificial Intelligence / GeneralComputers / Information Technology
ISBN37908183729783790818376
URLhttp://books.google.com.hk/books?id=3N2oCAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.