Stability of Cohen–Grossberg neural networks with distributed delays
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摘要
Global asymptotic stability and global exponential stability of the Cohen–Grossberg neural networks and Hopfield neural networks with infinite and finite distributed delays are investigated in this paper. For Hopfield neural networks with distributed delays, local stability is also discussed. The existence and global stability of periodic solutions of Hopfield neural networks with distributed delays and periodic inputs are achieved by using the theory of dissipative systems.
论文关键词：Cohen–Grossberg neural networks,Distributed delay,Equilibrium,Hopfield neural networks,Liapunov function,Periodic solution,Stability
论文评审过程：Available online 29 January 2004.
论文官网地址：https://doi.org/10.1016/j.amc.2003.09.014
