Title :
Welding symbolic AI systems with neural networks and their applications
Author :
Khosla, R. ; Dillon, T.S.
Author_Institution :
Lab. of Expert & Intell. Syst., La Trobe Univ., Bundoora, Vic., Australia
Abstract :
We explain the different approaches to fusing neural networks and symbolic processing aspects. Four categories are distinguished namely fusion, transformation, combination and associative systems. A brief description of each is given. We also briefly describe the GEMSES architecture as an example of an associative system which has been built from philosophical, cognitive, practical viewpoints
Keywords :
fuzzy systems; genetic algorithms; knowledge acquisition; knowledge based systems; knowledge representation; neural nets; GEMSES architecture; associative systems; combination systems; fusion systems; neural networks; symbolic AI systems; symbolic processing; transformation systems; Artificial intelligence; Artificial neural networks; Computational intelligence; Genetic algorithms; Humans; Hybrid intelligent systems; Information processing; Knowledge based systems; Neural networks; Welding;
Conference_Titel :
Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4859-1
DOI :
10.1109/IJCNN.1998.682231
