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Convergence analysis of a back-propagation algorithm with adaptive momentum

✍ Scribed by Hongmei Shao; Gaofeng Zheng


Book ID
113816623
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
172 KB
Volume
74
Category
Article
ISSN
0925-2312

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## Abstract As the method to accelerate the learning by error back‐propagation, several studies have been proposed in which the parameter called gain is introduced. In those studies, however, the acceleration effect is evaluated only numerically, and there is no theoretical analysis of the effect o