A hebbian based rule reduction approach to neuro-fuzzy modeling

• Main Author: Liu, Feng
• Other Authors: Ng Geok See
• Format: Theses and Dissertations
• Language: English
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/13601
• Institution: Nanyang Technological University

The research of neuro-fuzzy modeling is divided into two branches, the precise modeling, implemented by TSK-type fuzzy rules, and the linguistic modeling, realized through Mamdani-type fuzzy rules. Linguistic neuro-fuzzy modeling is investigated in the thesis. Neuro-fuzzy system is a hybrid of neura...