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Synchronization of a Class of Delayed Neural Networks with Sector Nonlinearity 被引量:3

Synchronization of a Class of Delayed Neural Networks with Sector Nonlinearity
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摘要 In this paper, global synchronization is discussed for a general class of delayed neural networks with time-varying and distributed delays. Furthermore, the activation func- tions in the neural networks can be different type. Based on the drive-response concept and the Lyapunov stability theorem, some sufficient criteria are obtained to guarantee the global synchronization of the considered models even when input sector nonlinearity caused by physical limitations is presented in response systems. Finally, a typical example is also given to illustrate the effectiveness of the proposed synchronization scheme.
出处 《Chinese Quarterly Journal of Mathematics》 CSCD 2010年第1期124-131,共8页 数学季刊(英文版)
关键词 SYNCHRONIZATION neural networks distributed delays sector nonlinearity 同步;神经网络;分布式的延期;部门非线性;
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参考文献8

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同被引文献4

  • 1Cao Jinde, Li Ping, Wang Weiwei. Global synchronization in arrays of delayed neural networks with constant and delayed coupling[J]. Phys Lett A, 2006 (353): 318-325.
  • 2Liu Yurong, Wang Zidong, Liang Jinling, et al. Synchronization and state estimation for discrete-time complex networks with distributed delays[J].IEEE Transactions on Systems, Man, and Cybernetics-Part B, 2008,38(5):1314-1325.
  • 3Liu Yurong, Wang Zidong, Liu Xiaohui. On Synchronization of Discrete-Time Markovian Jumping Stochastic Complex Networks with Mode-Dependent Mixed Time-Delays[J]. International Journal of Modern Physics B, 2009,23 (3):411-434.
  • 4黄优良,邱华,房少梅.时滞耦合随机神经网络全局指数同步[J].福州大学学报(自然科学版),2010,38(1):48-53. 被引量:2

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