Connectionist expert system with adaptive learning capability

• Main Authors: LOW, B. T., LUI, Hochung, TAN, Ah-hwee, TEH, Hoonheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 1991
• Subjects: Hybrid intelligent systems; Adaptive systems; Pattern matching; Diagnostic expert systems; Neural networks; Logic programming; Expert systems; Knowledge acquisition; Medical expert systems; Frequency; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/5200; https://ink.library.smu.edu.sg/context/sis_research/article/6203/viewcontent/k0200.pdf
• Institution: Singapore Management University

A neural network expert system called adaptive connectionist expert system (ACES) which will learn adaptively from past experience is described. ACES is based on the neural logic network, which is capable of doing both pattern processing and logical inferencing. The authors discuss two strategies, p...