Styles Of Programming In Neural Networks And Expert Systems

Richard O. Duda

doi:10.1117/12.969304

21 March 1989 Styles Of Programming In Neural Networks And Expert Systems

Richard O. Duda

Author Affiliations +

Proceedings Volume 1095, Applications of Artificial Intelligence VII; (1989) https://doi.org/10.1117/12.969304
Event: SPIE 1989 Technical Symposium on Aerospace Sensing, 1989, Orlando, FL, United States

Abstract

Neural networks and expert systems provide different ways to reduce the programming effort required to build complex systems. Adaptive neural networks are programmed merely by training them with examples. Rule-based expert system are developed incrementally merely by adding rules. Although neural networks seem best suited for low-level sensory processing and expert systems seem best suited for high-level symbolic processing, strikingly similar issues arise when these approaches are used in large-scale applications. Illustrative examples of such applications are presented and discussed.

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Richard O. Duda, Richard O. Duda, "Styles Of Programming In Neural Networks And Expert Systems", Proc. SPIE 1095, Applications of Artificial Intelligence VII, (21 March 1989); doi: 10.1117/12.969304; https://doi.org/10.1117/12.969304

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