Stability of a Class of Neural Network Models with Delay
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Abstract: In this paper, by using L yapunov functional, some sufficient conditions are obtained for the stability of the equilibrium of a neural network model with delay of the type τj≥0,i=1,2,…,n.
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Key words:
- delay /
- neural network /
- stability
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[1] Gopalsamy K,He X Z.Stability in asymmetric Hopfield nets with transmission delays[J].Physica D,1994,76:344~358. [2] Cao Jinde,Li Qiong.Convergence in continuous Hopfield neural network with delay[J].J Biomath,1996,11(4):12~15. [3] 曹进德,万世栋.具时滞的Hopfield型神经网络的全局渐近稳定性[J].生物数学学报,1997,12(1):60~63. [4] Gopalsamy K.Stability and Oscillations in Delay Differential Equations of Population Dynamics[M].Dordrecht:Kluwer Academic Publishers,1992.
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