Integrating rules and neural computation

• 主要作者: TAN, Ah-hwee
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 1995
• 主題: Databases and Information Systems
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/6826

This paper introduces a hybrid system termed cascade ARTMAP that incorporates symbolic knowledge into neural network learning and recognition. Cascade ARTMAP, a generalization of fuzzy ARTMAP, represents rule-based knowledge explicitly and performs multistep inferencing. A rule insertion algorithm t...