Common Nature of Learning Exemplified by BP and Hopfield Neural Networks for Solving Online a System of Linear Equations

@article{Zhang2008CommonNO,
  title={Common Nature of Learning Exemplified by BP and Hopfield Neural Networks for Solving Online a System of Linear Equations},
  author={Yunong Zhang and Zhan Li and Ke Chen and Binghuang Cai},
  journal={2008 IEEE International Conference on Networking, Sensing and Control},
  year={2008},
  pages={832-836}
}
Many computational problems widely encountered in scientific and engineering applications could finally be transformed to the online linear-equations solving. Classic numerical methods for solving linear equations include Gaussian elimination and matrix factorization methods, which are usually of O(n3) operations. Being important parallel-computational models, both BP (back propagation) and Hopfield neural networks could be exploited for solving such linear equations. BP neural network is… CONTINUE READING

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