Noise-to-state practical stability and stabilization of random neural networks
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DOI: 10.1007/s11071-020-05628-0
Abstract: This paper is devoted to studying noise-to-state practical stability and stabilization problems for random neural networks in the presence of general disturbances. It is proved that the existence and uniqueness of solutions is ensured if… read more here.
Keywords: neural networks; state practical; random neural; practical stability ... See more keywords
Noise-to-state stability analysis for a class of random time-delay nonlinear systems
Sign Up to like & getrecommendations! Published in 2018 at "Transactions of the Institute of Measurement and Control"
DOI: 10.1177/0142331217750223
Abstract: Time-delay systems disturbed by white noise have been comprehensively modelled as stochastic functional differential equations in the existing literature. However, in some specific situations, they cannot always precisely describe the dynamic character of time-delay systems… read more here.
Keywords: noise state; time delay; state stability; time ... See more keywords
Noise-to-state exponential stability of neutral random nonlinear systems
Sign Up to like & getrecommendations! Published in 2018 at "Advances in Difference Equations"
DOI: 10.1186/s13662-018-1739-z
Abstract: In this paper, we deal with a class of neutral random nonlinear systems. The existence and uniqueness of the solution to neutral random functional nonlinear systems (NRFSs) are established. Furthermore, the criteria on noise-to-state stability… read more here.
Keywords: random nonlinear; nonlinear systems; noise state; stability ... See more keywords