Mode-dependent projective synchronization for neutral-type neural networks with distributed time-delays
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- 作者：Qingyu ZhuAuthor Vitae ; Wuneng Zhou ; zhouwuneng@163.com" class="auth_mailAuthor Vitae ; Liuwei ZhouAuthor Vitae ; Mingqi WuAuthor Vitae ; Dongbing TongAuthor Vitae
- 关键词：Neutral-type neural network ; Projective synchronization ; Markovian switching ; Stochastic noise ; Distributed time-delays
- 刊名：Neurocomputing
- 出版年：22 September 2014
- 年：2014
- 卷：140
- 期：Complete
- 页码：97-103
- 全文大小：490 K
文摘
This paper investigates the mode-dependent projective synchronization problem of a couple of stochastic neutral-type neural networks with distributed time-delays. By using the Lyapunov stability theory and the adaptive control method, a sufficient projective synchronization criterion for this neutral-type neural network model is derived. A numerical simulation is exploited to illustrate the feasibility and effectiveness of the theoretical result.