A projection based learning in Meta-cognitive Radial Basis Function Network for classification problems

• Main Authors: Sateesh Babu, Giduthuri, Suresh, Sundaram, Savitha, R.
• 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/10356/98312; http://hdl.handle.net/10220/12386
• Institution: Nanyang Technological University

In this paper, we propose a `Meta-cognitive Radial Basis Function Network (McRBFN)' and its `Projection Based Learning (PBL)' algorithm for classification problems. McRBFN emulates human-like meta-cognitive learning principles. As each sample is presented to the network, McRBFN uses the es...