Minimal resource allocation networks for adaptive noise cancellation

• Main Author: Sun, Yonghong.
• Other Authors: Saratchandran, Paramasivan
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/3313
• Institution: Nanyang Technological University

This thesis focuses on developing a dynamic minimal radial basis function (RBF) network referred to as Minimal Resource Allocation Network (MRAX) for adaptive noise cancellation. Unlike most of the classical RBF networks in which the number of hidden neurons are fixed a priori, the network structure...