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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Displaying similar documents to “Asymptotical mean square stability of Cohen-Grossberg neural networks with random delay.”
Stability analysis of recurrent neural networks with random delay and Markovian switching.
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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...