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

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

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...

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Bibliographic Details
Main Authors: Asadi, Roya, Mustapha, Norwati, Sulaiman, Md. Nasir
Format: Article
Language:English
English
Published: IJCSIS Press 2009
Subjects:
Computer Science - Neural and Evolutionary Computing.
Dimension reduction (Statistics).
Online Access:http://psasir.upm.edu.my/id/eprint/17465/
http://psasir.upm.edu.my/id/eprint/17465/1/Training%20process%20reduction%20based%20on%20potential%20weights%20linear%20analysis%20to%20accelerate%20back%20propagation%20network.pdf

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