论文信息 - Stability for Hopfield Neural Networks With Time Delay

Stability for Hopfield Neural Networks With Time Delay

In this paper, the global asymptotic stability of the equilibrium point of Hopfield neural networks with interneuronal transmission delays is studied. Some sufficient conditions related to the existence of a unique equilibrium point and its global asymptotic stability are derived.

Daoyi Xu | Linshan Wang

[1] J. Hopfield,et al. Computing with neural circuits: a model. , 1986, Science.

[2] K. Gopalsamy,et al. Stability in asymmetric Hopfield nets with transmission delays , 1994 .

[3] Pauline van den Driessche,et al. Global Attractivity in Delayed Hopfield Neural Network Models , 1998, SIAM J. Appl. Math..

[4] Cao Jinde,et al. Stability of a class of neural network models with delay , 1999 .