Convergence analysis of online gradient
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Wei Wu; Jian Wang; Mingsong Cheng; Zhengxue Li
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Article
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2011
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Elsevier Science
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English
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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