Further Results on Delay-Dependent Stability Criteria of Neural Networks With Time-Varying Delays

@article{Li2008FurtherRO,
  title={Further Results on Delay-Dependent Stability Criteria of Neural Networks With Time-Varying Delays},
  author={Tao Li and Lei Guo and Changyin Sun and Chong Lin},
  journal={IEEE Transactions on Neural Networks},
  year={2008},
  volume={19},
  pages={726-730}
}
In this brief paper, an augmented Lyapunov functional, which takes an integral term of state vector into account, is introduced. Owing to the functional, an improved delay-dependent asymptotic stability criterion for delayed neural networks (NNs) is derived in term of linear matrix inequalities (LMIs). It is shown that the obtained criterion can provide less conservative result than some existing ones. When linear fractional uncertainties appear in NNs, a new robust delay-dependent stability… CONTINUE READING

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