Adaptive synchronization of memristive neural networks with time-varying delays and reaction–diffusion term

2017 ◽  
Vol 311 ◽  
pp. 118-128 ◽  
Author(s):  
Zhengwen Tu ◽  
Nan Ding ◽  
Liangliang Li ◽  
Yuming Feng ◽  
Limin Zou ◽  
...  
Keyword(s):  
Neural Networks ◽  
Reaction Diffusion ◽  
Adaptive Synchronization ◽  
Time Varying ◽  
Memristive Neural Networks ◽  
Diffusion Term

scholarly journals Analysis of Adaptive Synchronization for Stochastic Neutral-Type Memristive Neural Networks with Mixed Time-Varying Delays

2018 ◽  
Vol 2018 ◽  
pp. 1-13 ◽  
Author(s):  
Desheng Hong ◽  
Zuoliang Xiong ◽  
Cuiping Yang
Keyword(s):  
Neural Networks ◽  
Feedback Control ◽  
Neutral Type ◽  
Adaptive Synchronization ◽  
Linear Feedback ◽  
Linear Matrix ◽  
Time Varying ◽  
Memristive Neural Networks ◽  
Linear Feedback Control ◽  
Stochastic Differential Inclusions

Linear feedback control and adaptive feedback control are proposed to achieve the synchronization of stochastic neutral-type memristive neural networks with mixed time-varying delays. By applying the stochastic differential inclusions theory, Lyapunov functional, and linear matrix inequalities method, we obtain some new adaptive synchronization criteria. A numerical example is given to illustrate the effectiveness of our results.

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