Convergence of BP Algorithm with Variable Learning Rates for FNN Training

Hongmei Shao; Wei Wu

doi:https://doi.org/10.1109/micai.2006.11

Convergence of BP Algorithm with Variable Learning Rates for FNN Training

Hongmei Shao, Wei Wu · 2006

Convergence results are presented for the batch backpropagation algorithm with variable learning rates for training feedforward neural networks with a hidden layer. The monotonicity of the error function in the training iteration is also proved.

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