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Convergence of gradient method for a fully recurrent neural network

โœ Scribed by Dongpo Xu; Zhengxue Li; Wei Wu


Book ID
106169294
Publisher
Springer
Year
2009
Tongue
English
Weight
365 KB
Volume
14
Category
Article
ISSN
1432-7643

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Convergence analysis of online gradient
โœ Wei Wu; Jian Wang; Mingsong Cheng; Zhengxue Li ๐Ÿ“‚ Article ๐Ÿ“… 2011 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 297 KB

This paper considers a class of online gradient learning methods for backpropagation (BP) neural networks with a single hidden layer. We assume that in each training cycle, each sample in the training set is supplied in a stochastic order to the network exactly once. It is interesting that these sto