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- W4220837569 abstract "This article concerns with the asynchronous boundary control for a class of Markov jump reaction-diffusion neural networks (MJRDNNs). In consideration of nonsynchronous behavior between the system modes and controller modes, a novel asynchronous boundary control design is proposed for MJRDNNs. Based on the designed asynchronous boundary controller, a sufficient criterion is established to ensure the stochastic finite-time boundedness for the considered MJRDNNs by constructing a Lyapunov–Krasovskii functional and utilizing Wirtinger-type inequality. Then, a sufficient condition is acquired to guarantee that MJRDNNs are stochastic finite-time bounded with <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>$H_{infty }$ </tex-math></inline-formula> performance. Finally, a numerical example is provided to illustrate the effectiveness of the proposed design method." @default.
- W4220837569 created "2022-04-03" @default.
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- W4220837569 date "2023-08-01" @default.
- W4220837569 modified "2023-10-06" @default.
- W4220837569 title "Asynchronous Boundary Control of Markov Jump Neural Networks With Diffusion Terms" @default.
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- W4220837569 doi "https://doi.org/10.1109/tcyb.2022.3151709" @default.
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