Modified Levenberg-Marquardt Method for Neural Networks Training

@inproceedings{Tavakoli2012ModifiedLM,
  title={Modified Levenberg-Marquardt Method for Neural Networks Training},
  author={Mohammad Bagher Tavakoli},
  year={2012}
}
In this paper a modification on Levenberg-Marquardt algorithm for MLP neural network learning is proposed. The proposed algorithm has good convergence. This method reduces the amount of oscillation in learning procedure. An example is given to show usefulness of this method. Finally a simulation verifies the results of proposed method. Keywords—Levenberg-Marquardt, modification, neural network, variable learning rate. 
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