Self-reorganizing TSK fuzzy inference system with BCM theory of meta-plasticity

• Main Authors: Jacob, Biju Jaseph, Cheu, Eng Yeow, Tan, Javan, Quek, Chai
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/98222; http://hdl.handle.net/10220/12416
• Institution: Nanyang Technological University

The usage of online learning technique in neuro-fuzzy system (NFS) to address system variance is more prevalent in recent times. Since a lot of external factors have an effect on time-variant datasets, these datasets tend to experience changes in their pattern. While small changes (“drifts”) can be...