A Time-Scale Integral Delay Inequality Approach for Antisynchronization of Neural Networks via Impulsive Controllers
Zhenkun Huang, Mengmeng Wang, Carlos Silvestre, Sergey Viktorovich Gorbachev, Jinde Cao · IEEE Transactions on Control of Network Systems · 2022
In this article, we study the time-scale exponential antisynchronization 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 antisynchronization of the two delayed network systems with impulsive control. Finally, numerical simulations illustrate the validity of our results.