Inductive neural logic network and the SCM algorithm

• Main Authors: TAN, Ah-hwee, TEOW, Loo-Nin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 1997
• Subjects: Supervised learning; Incremental clustering; Template matching; Databases and Information Systems; OS and Networks; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/5248; https://ink.library.smu.edu.sg/context/sis_research/article/6251/viewcontent/1_s2.0_S092523129600032X_main.pdf
• Institution: Singapore Management University

Neural Logic Network (NLN) is a class of neural network models that performs both pattern processing and logical inferencing. This article presents a procedure for NLN to learn multi-dimensional mapping of both binary and analog data. The procedure, known as the Supervised Clustering and Matching (S...