Parallel and Separable Recursive Levenberg- Marquardt Training Algorithm

• Main Authors: Asirvadam , Vijanth Sagayan, McLoone, Sean, Irwin, George
• Other Authors: Herve , Bourlard
• Format: Book Section
• Published: IEEE Press 2002
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1030011; http://eprints.utp.edu.my/3827/

A novel decomposed recursive Levenberg Marquardt (RLM) algorithm is derived for the training of feedforward neural networks. By neglecting interneuron weight correlations the recently proposed RLM training algorithm can be decomposed at neuron level enabling weights to be updated in an efficient par...