Finite-Time Stabilization of Memristive Neural Networks with Time Delays

2020 ◽  
Author(s):  
Leimin Wang ◽  
Jie Wu ◽  
Xinmei Wang
Keyword(s):  
Neural Networks ◽  
Finite Time ◽  
Time Delays ◽  
Memristive Neural Networks ◽  
Finite Time Stabilization

Finite-Time Stabilizability and Instabilizability for Complex-Valued Memristive Neural Networks With Time Delays

2018 ◽  
Vol 48 (12) ◽  
pp. 2371-2382 ◽  
Author(s):  
Ziye Zhang ◽  
Xiaoping Liu ◽  
Donghua Zhou ◽  
Chong Lin ◽  
Jian Chen ◽  
...  
Keyword(s):  
Neural Networks ◽  
Finite Time ◽  
Time Delays ◽  
Memristive Neural Networks ◽  
Complex Valued

scholarly journals Neural Network Based Finite-Time Stabilization for Discrete-Time Markov Jump Nonlinear Systems with Time Delays

2013 ◽  
Vol 2013 ◽  
pp. 1-8
Author(s):  
Fei Chen ◽  
Fei Liu ◽  
Hamid Reza Karimi
Keyword(s):  
Neural Networks ◽  
Nonlinear Systems ◽  
Discrete Time ◽  
Finite Time ◽  
Time Delays ◽  
Sufficient Conditions ◽  
Space Representation ◽  
Linear Matrix ◽  
Markov Jump ◽  
Finite Time Stabilization

This paper deals with the finite-time stabilization problem for discrete-time Markov jump nonlinear systems with time delays and norm-bounded exogenous disturbance. The nonlinearities in different jump modes are parameterized by neural networks. Subsequently, a linear difference inclusion state space representation for a class of neural networks is established. Based on this, sufficient conditions are derived in terms of linear matrix inequalities to guarantee stochastic finite-time boundedness and stochastic finite-time stabilization of the closed-loop system. A numerical example is illustrated to verify the efficiency of the proposed technique.

Adaptive Finite-Time Complete Periodic Synchronization of Memristive Neural Networks with Time Delays

2014 ◽  
Vol 42 (3) ◽  
pp. 563-583 ◽  
Author(s):  
Huaiqin Wu ◽  
Ruoxia Li ◽  
Xiaowei Zhang ◽  
Rong Yao
Keyword(s):  
Neural Networks ◽  
Finite Time ◽  
Time Delays ◽  
Memristive Neural Networks
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