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An asymmetry algorithm based on parameter transformation for Hessian matrix

โœ Scribed by Zeju Luo, Lihong Song

Book ID
118787480
Publisher
Springer-Verlag
Year
2012
Tongue
English
Weight
281 KB
Volume
21
Category
Article
ISSN
0941-0643

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โœ Yi-Jen Wang; Chin-Teng Lin ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 392 KB

This article proposes a new second-order learning algorithm for training the multilayer perceptron (MLP) networks. The proposed algorithm is a revised Newton's method. A forward-backward propagation scheme is first proposed for network computation of the Hessian matrix, H, of the output error functi