Adaptive exponential synchronization of complex-valued Cohen-Grossberg neural networks with known and unknown parameters

@article{Hu2017AdaptiveES,
  title={Adaptive exponential synchronization of complex-valued Cohen-Grossberg neural networks with known and unknown parameters},
  author={Jin Hu and Chunna Zeng},
  journal={Neural networks : the official journal of the International Neural Network Society},
  year={2017},
  volume={86},
  pages={90-101}
}
The complex-valued Cohen-Grossberg neural network is a special kind of complex-valued neural network. In this paper, the synchronization problem of a class of complex-valued Cohen-Grossberg neural networks with known and unknown parameters is investigated. By using Lyapunov functionals and the adaptive control method based on parameter identification, some adaptive feedback schemes are proposed to achieve synchronization exponentially between the drive and response systems. The results obtained… CONTINUE READING

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