Robust Exponential Stability of Recurrent Neural Networks With Multiple Time-Varying Delays
Huaguang Zhang, Zhanshan Wang, Derong Liu · IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing · 2007
New criteria for the uniqueness and global robust exponential stability are established for the equilibrium point of interval recurrent neural networks with multiple time-varying delays via a decomposition method and analysis technique. Results are presented in the form of linear matrix inequality, which can be solved efficiently. Two numerical examples are employed to show the effectiveness of the present results.