A Time-Scale Integral Delay Inequality Approach for Anti-synchronization of Neural Networks via Impulsive Controllers

IEEE Transactions on Control of Network Systems(2022)

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摘要
This paper studies the time-scale exponential anti-synchronization problem of delayed neural networks by impulsive control. Based on the time scale theory, we establish a new time-scale integral delay inequality. Resorting to this novel inequality and to Lyapunov techniques we propose several new sufficient conditions to ensure anti-synchronization of the two delayed network systems with impulsive control. Finally, numerical simulations illustrate the validity of our results.
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关键词
Antisynchronization,delayed neural networks,impulsive control,Lyapunov functional,time scales
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