Almost-periodic solution for BAM neural networks.
Jalab, H.A., Ibrahim, R.W. (2009)
Surveys in Mathematics and its Applications
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Displaying similar documents to “New result of existence of periodic solution for a Hopfield neural networks with neutral time-varying delays.”
Almost-periodic solution for BAM neural networks.
Exponential convergence of shunting inhibitory cellular neural networks with continuously distributed delays
Qiyuan Zhou, Changhong Zhao (2010)
Annales Polonici Mathematici
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We study delay shunting inhibitory cellular neural networks without almost periodic coefficients. Some sufficient conditions are established to ensure that all solutions of the networks converge exponentially to an almost periodic function. This complements previously known results.
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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Stochastic passivity of uncertain neural networks with time-varying delays.
Zhou, Jianting, Song, Qiankun, Yang, Jianxi (2009)
Abstract and Applied Analysis
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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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Stability analysis of recurrent neural networks with random delay and Markovian switching.
Zhu, Enwen, Wang, Yong, Wang, Yueheng, 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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Global exponential stability of periodic oscillation for nonautonomous BAM neural networks with distributed delay.
Wang, Yi, Ma, Zhongjun, Liu, Hongli (2009)
Journal of Inequalities and Applications [electronic only]
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On global exponential stability of discrete-time Hopfield neural networks with variable delays.
Zhang, Qiang, Wei, Xiaopeng, Xu, Jin (2007)
Discrete Dynamics in Nature and Society
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Stability analysis for neutral-type impulsive neural networks with delays
Bo Du, Yurong Liu, Dan Cao (2017)
Kybernetika
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By using linear matrix inequality (LMI) approach and Lyapunov functional method, we obtain some new sufficient conditions ensuring global asymptotic stability and global exponential stability of a generalized neutral-type impulsive neural networks with delays. A simulation example is provided to demonstrate the usefulness of the main results obtained. The main contribution in this paper is that a new neutral-type impulsive neural networks with variable delays is studied by constructing...
Global dissipativity on uncertain discrete-time neural networks with time-varying delays.
Song, Qiankun, Cao, Jinde (2010)
Discrete Dynamics in Nature and Society
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Existence, uniqueness and global asymptotic stability for a class of complex-valued neutral-type neural networks with time delays
Manchun Tan, Desheng Xu (2018)
Kybernetika
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This paper explores the problem of delay-independent and delay-dependent stability for a class of complex-valued neutral-type neural networks with time delays. Aiming at the neutral-type neural networks, an appropriate function is constructed to derive the existence of equilibrium point. On the basis of homeomorphism theory, Lyapunov functional method and linear matrix inequality techniques, several LMI-based sufficient conditions on the existence, uniqueness and global asymptotic stability...
Global exponential stability of impulsive dynamical systems with distributed delays.
Long, Shujun, Xu, Daoyi, Zhu, Wei (2007)
Electronic Journal of Qualitative Theory of Differential Equations [electronic only]
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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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