Exponential Synchronization for Markovian Stochastic Coupled Neural Networks of Neutral-Type via Adaptive Feedback Control

@article{Chen2017ExponentialSF,
  title={Exponential Synchronization for Markovian Stochastic Coupled Neural Networks of Neutral-Type via Adaptive Feedback Control},
  author={Huabin Chen and Peng Shi and Cheng-Chew Lim},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2017},
  volume={28},
  pages={1618-1632}
}
In this paper, we investigate the adaptive exponential synchronization in both the mean square and the almost sure senses for an array of <inline-formula> <tex-math notation="LaTeX">$ {N}$ </tex-math></inline-formula> identical Markovian stochastic coupled neural networks of neutral-type with time-varying delay and random coupling strength. The generalized Lyapunov theorem of the exponential stability in the mean square for the neutral stochastic Markov system with the time-varying delay is… CONTINUE READING
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