Enhanced conjugate gradient methods for training MLP-networks

• Main Authors: Izzeldin, H., Asirvadam , Vijanth Sagayan, Saad , Nordin
• Format: Conference or Workshop Item
• Published: 2010
• Subjects: TK Electrical engineering. Electronics Nuclear engineering; QA75 Electronic computers. Computer science
• Online Access: http://eprints.utp.edu.my/4632/1/05703989.pdf; http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5703989; http://eprints.utp.edu.my/4632/

The paper investigates the enhancement in various conjugate gradient training algorithms applied to a multilayer perceptron (MLP) neural network architecture. The paper investigates seven different conjugate gradient algorithms proposed by different researchers from 1952-2005, the classical batch ba...