Novel Stability Analysis for Recurrent Neural Networks With Multiple Delays via Line Integral-Type L-K Functional

@article{Liu2010NovelSA,
  title={Novel Stability Analysis for Recurrent Neural Networks With Multiple Delays via Line Integral-Type L-K Functional},
  author={Zhenwei Liu and Huaguang Zhang and Qingling Zhang},
  journal={IEEE Transactions on Neural Networks},
  year={2010},
  volume={21},
  pages={1710-1718}
}
This paper studies the stability problem of a class of recurrent neural networks (RNNs) with multiple delays. By using an augmented matrix-vector transformation for delays and a novel line integral-type Lyapunov-Krasovskii functional, a less conservative delay-dependent global asymptotical stability criterion is first proposed for RNNs with multiple delays… CONTINUE READING