A learning algorithm for quantum neuron

@article{Fei2004ALA,
  title={A learning algorithm for quantum neuron},
  author={Li Fei and Dong Xiaoliang and Zhao Shengmei and Zheng Baoyu},
  journal={Proceedings 7th International Conference on Signal Processing, 2004. Proceedings. ICSP '04. 2004.},
  year={2004},
  volume={2},
  pages={1538-1541 vol.2}
}
Most proposals for quantum neural networks (QNN) have skipped over the problem of how to learn the networks. This paper describes a novel model for quantum neuron and proposes its learning algorithm. It can be shown that this algorithm works on quantum systems and the convergence result demonstrates efficient performance of the proposed quantum neuron. Numerical and graphical results show that this single quantum neuron can perform the XOR function unrealizable with a classical neuron and can… CONTINUE READING
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