Training process reduction based on potential weights linear analysis to accelerate back propagation network.

• Main Authors: Asadi, Roya, Mustapha, Norwati, Sulaiman, Md. Nasir
• 格式: Article
• 语言: English; English
• 出版: IJCSIS Press 2009
• 在线阅读: http://psasir.upm.edu.my/id/eprint/17465/1/Training%20process%20reduction%20based%20on%20potential%20weights%20linear%20analysis%20to%20accelerate%20back%20propagation%20network.pdf; http://psasir.upm.edu.my/id/eprint/17465/

Learning is the important property of Back Propagation Network (BPN) and finding the suitable weights and thresholds during training in order to improve training time as well as achieve high accuracy. Currently, data pre-processing such as dimension reduction input values and pre-training are the c...