A novel memristive electronic synapse-based Hermite chaotic neural network with application in cryptography

@article{Shi2015ANM,
  title={A novel memristive electronic synapse-based Hermite chaotic neural network with application in cryptography},
  author={Xinli Shi and Shukai Duan and Lidan Wang and Tingwen Huang and Chuandong Li},
  journal={Neurocomputing},
  year={2015},
  volume={166},
  pages={487-495}
}
The memristor is a kind of non-linear passive two-terminal electrical device, which is widely applied in neural networks currently. In this paper, a new synaptic weight update learning rule of Hermite neural network is proposed by combining Hermite polynomials with memristors to build a memristive Hermite chaotic neural network (MHCNN). The chaotic series is generated by the weights of the neural network and chaotic initial value. And ultimately we can obtain the ciphertext by encrypting the… CONTINUE READING