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A simple method to derive bounds on the size and to train multilayer neural networks.

Michael A. SartoriPanos J. Antsaklis
Published in: IEEE Trans. Neural Networks (1991)
Keyphrases
  • multilayer neural networks
  • upper bound
  • lower bound
  • learning rate
  • standard deviation
  • scales linearly
  • average case
  • tight bounds