Memory efficient BFGS neural-network learning algorithms using MLP-network: a survey

• Main Authors: Asirvadam , Vijanth Sagayan, McLoone, Sean, Irwin, George W
• Format: Conference or Workshop Item
• Published: 2004
• Subjects: TK Electrical engineering. Electronics Nuclear engineering; QA76 Computer software
• Online Access: http://ieeexplore.ieee.org/iel5/9527/30192/01387275.pdf%3Farnumber%3D1387275&authDecision=-203; http://eprints.utp.edu.my/4029/

This paper surveys various implementation of a memory efficient second order (Broyden, Fletcher, Goldfard and Shanno) BFGS training algorithms which includes novel optimal memory (OM) BFGS neural network training algorithm, proposed by the present authors, which optimises performance in relation to...