Fast and efficient sequential learning algorithms using direct-link RBF networks

• Main Authors: Asirvadam , Vijanth Sagayan, McLoone, Sean, Irwin, George
• Other Authors: Christophe , Molina
• Format: Book Section
• Published: IEEE Press 2003
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://isp.imm.dtu.dk/nnsp2003; http://eprints.utp.edu.my/3828/

Novel fast and efficient sequential learning algorithms are proposed for direct-link radial basis function (DRBF) networks. The dynamic DRBF network is trained using the recently proposed decomposed/parallel recursive Levenberg Marquardt (PRLM) algorithm by neglecting the interneuron weight interact...