Relaxed dissipativity criteria for memristive neural networks with leakage and time-varying delays

2016 ◽  
Vol 171 ◽  
pp. 708-718 ◽  
Author(s):  
Jianying Xiao ◽  
Shouming Zhong ◽  
Yongtao Li
Keyword(s):  
Neural Networks ◽  
Time Varying ◽  
Memristive Neural Networks

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.

Delay-dependent criterion for asymptotic stability of a class of fractional-order memristive neural networks with time-varying delays

2019 ◽  
Vol 118 ◽  
pp. 289-299 ◽  
Author(s):  
Liping Chen ◽  
Tingwen Huang ◽  
J.A. Tenreiro Machado ◽  
António M. Lopes ◽  
Yi Chai ◽  
...  
Keyword(s):  
Neural Networks ◽  
Asymptotic Stability ◽  
Fractional Order ◽  
Time Varying ◽  
Memristive Neural Networks ◽  
Delay Dependent

Exponential passivity of memristive neural networks with mixed time-varying delays

2016 ◽  
Vol 353 (3) ◽  
pp. 688-712 ◽  
Author(s):  
Huaiqin Wu ◽  
Xiaoming Han ◽  
Lifei Wang ◽  
Yu Wang ◽  
Bolin Fang
Keyword(s):  
Neural Networks ◽  
Time Varying ◽  
Memristive Neural Networks
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