Delay-Dependent Approaches to Globally Exponential Stability for Recurrent Neural Networks

  • Hanyong Shao
  • Published 2008 in
    IEEE Transactions on Circuits and Systems II…


This brief deals with the stability analysis problem for recurrent neural networks with delay. An improved stability condition is derived to guarantee the existence of the unique equilibrium point and its globally exponential stability, which is shown with novel methods. Both delay-dependent and delay-independent stability conditions are obtained. Expressed… (More)
DOI: 10.1109/TCSII.2007.916727


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