scholarly journals Synchronization of a class of uncertain stochastic discrete-time delayed neural networks

2014 ◽  
Vol 2014 (1) ◽  
pp. 212
Author(s):  
Zhong Chen ◽  
Bing Xiao ◽  
Jianming Lin
Keyword(s):  
Neural Networks ◽  
Discrete Time ◽  
Delayed Neural Networks

scholarly journals Dynamical Analysis of DTNN with Impulsive Effect

2009 ◽  
Vol 2009 ◽  
pp. 1-12 ◽  
Author(s):  
Chao Chen ◽  
Zhenkun Huang ◽  
Honghua Bin ◽  
Xiaohui Liu
Keyword(s):  
Neural Networks ◽  
Discrete Time ◽  
Dynamical Analysis ◽  
Impulsive Effect ◽  
Decomposition Approach ◽  
Delayed Neural Networks ◽  
Delay Difference ◽  
New Criteria

We present dynamical analysis of discrete-time delayed neural networks with impulsive effect. Under impulsive effect, we derive some new criteria for the invariance and attractivity of discrete-time neural networks by using decomposition approach and delay difference inequalities. Our results improve or extend the existing ones.

Robust Synchronization of an Array of Coupled Stochastic Discrete-Time Delayed Neural Networks

2008 ◽  
Vol 19 (11) ◽  
pp. 1910-1921 ◽  
Author(s):  
Jinling Liang ◽  
Zidong Wang ◽  
Yurong Liu ◽  
Xiaohui Liu
Keyword(s):  
Neural Networks ◽  
Discrete Time ◽  
Delayed Neural Networks ◽  
Robust Synchronization

scholarly journals Design of non-fragile state estimators for discrete time-delayed neural networks with parameter uncertainties

2016 ◽  
Vol 182 ◽  
pp. 18-24 ◽  
Author(s):  
Yajing Yu ◽  
Hongli Dong ◽  
Zidong Wang ◽  
Weijian Ren ◽  
Fuad E. Alsaadi
Keyword(s):  
Neural Networks ◽  
Discrete Time ◽  
Parameter Uncertainties ◽  
Fragile State ◽  
Delayed Neural Networks ◽  
State Estimators
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