Mean square exponential stability of stochastic Cohen-Grossberg neural networks with unbounded distributed delays.
Huang, Chuangxia, Huang, Lehua, He, Yigang (2010)
Discrete Dynamics in Nature and Society
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Displaying similar documents to “Stability of stochastic reaction-diffusion recurrent neural networks with unbounded distributed delays.”
Mean square exponential stability of stochastic Cohen-Grossberg neural networks with unbounded distributed delays.
Stability analysis of stochastic reaction-diffusion Cohen-Grossberg neural networks with time-varying delays.
Huang, Chuangxia, Yang, Xinsong, He, Yigang (2009)
Discrete Dynamics in Nature and Society
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Stochastic stability of neural networks with both Markovian jump parameters and continuously distributed delays.
Zhu, Quanxin, Cao, Jinde (2009)
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Dynamic analysis of stochastic reaction-diffusion Cohen-Grossberg neural networks with delays.
Pan, Jie, Zhong, Shouming (2009)
Advances in Difference Equations [electronic only]
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Delay-dependent exponential stability for discrete-time BAM neural networks with time-varying delays.
Chen, Yonggang, Bi, Weiping, Wu, Yuanyuan (2008)
Discrete Dynamics in Nature and Society
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Discrete Dynamics in Nature and Society
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Stability analysis of recurrent neural networks with random delay and Markovian switching.
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Journal of Inequalities and Applications [electronic only]
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Delay dependent complex-valued bidirectional associative memory neural networks with stochastic and impulsive effects: An exponential stability approach
Chinnamuniyandi Maharajan, Chandran Sowmiya, Changjin Xu (2024)
Kybernetika
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This paper investigates the stability in an exponential sense of complex-valued Bidirectional Associative Memory (BAM) neural networks with time delays under the stochastic and impulsive effects. By utilizing the contracting mapping theorem, the existence and uniqueness of the equilibrium point for the proposed complex-valued neural networks are verified. Moreover, based on the Lyapunov - Krasovskii functional construction, matrix inequality techniques and stability theory, some novel...
Asymptotical mean square stability of Cohen-Grossberg neural networks with random delay.
Zhu, Enwen, Zhang, Hanjun, Zou, Jiezhong (2010)
Journal of Inequalities and Applications [electronic only]
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Dynamical analysis of DTNN with impulsive effect.
Chen, Chao, Huang, Zhenkun, Bin, Honghua, Liu, Xiaohui (2009)
Discrete Dynamics in Nature and Society
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Novel criteria on global robust exponential stability to a class of reaction-diffusion neural networks with delays.
Pan, Jie, Zhong, Shouming (2009)
Discrete Dynamics in Nature and Society
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