Exploring the Relationship between Neural Network Topology and Optimal Training Set by Means of Genetic Algorithms

@inproceedings{Davila1999ExploringTR,
  title={Exploring the Relationship between Neural Network Topology and Optimal Training Set by Means of Genetic Algorithms},
  author={Javier Davila},
  year={1999}
}
In a previous paper I have presented the results of optimizing Neural Network (NN) topology for the task of Natural Language Processing (NLP). In that research, all NN were trained with a fixed 20% of the total language. In this paper I present results of optimizing a set of configuration values that have proven to affect NN performance. For example, Elman has reported improved performance when the NN were trained with simple The task the networks attack is very similar to the one sentences… CONTINUE READING

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