Mode-dependent projective synchronization for neutral-type neural networks with distributed time-delays

作者：Zhu, Qingyu; Zhou, Wuneng^*; Zhou, Liuwei; Wu, Mingqi; Tong, Dongbing

来源：Neurocomputing, 2014, 140: 97-103.

DOI：10.1016/j.neucom.2014.03.032

• Neutral-type neural network
• Projective synchronization
• Markovian switching
• Stochastic noise
• Distributed time-delays

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.

• 出版日期2014-9-22
• 单位东华大学