Application of the Levenberg-Marquardt method to the training of spiking neural networks

@article{Silva2005ApplicationOT,
  title={Application of the Levenberg-Marquardt method to the training of spiking neural networks},
  author={S.S.B. Silva and Ant{\'o}nio E. Ruano},
  journal={The 2006 IEEE International Joint Conference on Neural Network Proceedings},
  year={2005},
  pages={3978-3982}
}
One of the basic aspects of some neural networks is their attempt to approximate as much as possible their biological counterparts. The goal is to achieve a simple and robust network, easy to comprehend and capable of simulating the human brain at a computational level. This paper presents improvements to the Spikepro algorithm, by introduting a new encoding scheme, and illustrates the application of the Levenberg Marquardt algorithm to this third generation of neural network. 

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