Meta-cognitive neural network for classification problems in a sequential learning framework

• Main Authors: Sateesh Babu, Giduthuri, Suresh, Sundaram
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/98781; http://hdl.handle.net/10220/13658
• Institution: Nanyang Technological University

In this paper, we propose a sequential learning algorithm for a neural network classifier based on human meta-cognitive learning principles. The network, referred to as Meta-cognitive Neural Network (McNN). McNN has two components, namely the cognitive component and the meta-cognitive component. A r...