The annealing robust backpropagation (ARBP) learning algorithm

  title={The annealing robust backpropagation (ARBP) learning algorithm},
  author={Chen-Chia Chuang and Shun-Feng Su and Chih-Ching Hsiao},
  journal={IEEE transactions on neural networks},
  volume={11 5},
Multilayer feedforward neural networks are often referred to as universal approximators. Nevertheless, if the used training data are corrupted by large noise, such as outliers, traditional backpropagation learning schemes may not always come up with acceptable performance. Even though various robust learning algorithms have been proposed in the literature, those approaches still suffer from the initialization problem. In those robust learning algorithms, the so-called M-estimator is employed… CONTINUE READING
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