Finite-Time and Fixed-Time Synchronization of Coupled Memristive Neural Networks With Time Delay.
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This article is devoted to analyzing the finite-time and fixed-time synchronization of coupled memristive neural networks with time delays. The synchronization is leaderless rather than leader-follower as the tracking targets are uncertain. By designing a proper controller and using the Lyapunov method, several sufficient conditions are obtained to achieve the finite-time and fixed-time synchronization of coupled memristive neural networks by introducing a class of special auxiliary matrices. Moreover, the settling times can be estimated for finite-time synchronization that depends on the initial values as well as fixed-time synchronization that is uniformly bounded for any initial values. Finally, two examples are presented to substantiate the effectiveness of the theoretical results.
author list (cited authors)
Gong, S., Guo, Z., Wen, S., & Huang, T.
complete list of authors
Gong, Shuqing||Guo, Zhenyuan||Wen, Shiping||Huang, Tingwen