H∞ state estimation for discrete-time neural networks with interval time-varying delays and probabilistic diverging disturbances

2015 ◽  
Vol 153 ◽  
pp. 255-270 ◽  
Author(s):  
M.J. Park ◽  
O.M. Kwon ◽  
Ju H. Park ◽  
S.M. Lee ◽  
E.J. Cha
Keyword(s):  
Neural Networks ◽  
State Estimation ◽  
Discrete Time ◽  
Time Varying ◽  
Interval Time

scholarly journals Robust Synchronization Criterion for Coupled Stochastic Discrete-Time Neural Networks with Interval Time-Varying Delays, Leakage Delay, and Parameter Uncertainties

2013 ◽  
Vol 2013 ◽  
pp. 1-14 ◽  
Author(s):  
M. J. Park ◽  
O. M. Kwon ◽  
Ju H. Park ◽  
S. M. Lee ◽  
E. J. Cha
Keyword(s):  
Neural Networks ◽  
Discrete Time ◽  
Linear Matrix ◽  
Time Varying ◽  
Parameter Uncertainties ◽  
Leakage Term ◽  
Interval Time ◽  
Robust Synchronization ◽  
Delay Dependent ◽  
Finsler’S Lemma

The purpose of this paper is to investigate a delay-dependent robust synchronization analysis for coupled stochastic discrete-time neural networks with interval time-varying delays in networks coupling, a time delay in leakage term, and parameter uncertainties. Based on the Lyapunov method, a new delay-dependent criterion for the synchronization of the networks is derived in terms of linear matrix inequalities (LMIs) by constructing a suitable Lyapunov-Krasovskii’s functional and utilizing Finsler’s lemma without free-weighting matrices. Two numerical examples are given to illustrate the effectiveness of the proposed methods.

State estimation for discrete-time neural networks with time-varying delays

2008 ◽  
Vol 72 (1-3) ◽  
pp. 643-647 ◽  
Author(s):  
Shaoshuai Mou ◽  
Huijun Gao ◽  
Wenyi Qiang ◽  
Zhongyang Fei
Keyword(s):  
Neural Networks ◽  
State Estimation ◽  
Discrete Time ◽  
Time Varying

Robust state estimation for discrete-time BAM neural networks with time-varying delay

2014 ◽  
Vol 131 ◽  
pp. 171-178 ◽  
Author(s):  
A. Arunkumar ◽  
R. Sakthivel ◽  
K. Mathiyalagan ◽  
S. Marshal Anthoni
Keyword(s):  
Neural Networks ◽  
State Estimation ◽  
Discrete Time ◽  
Time Varying ◽  
Bam Neural Networks ◽  
Time Varying Delay ◽  
Varying Delay

On synchronization criterion for coupled discrete-time neural networks with interval time-varying delays

2013 ◽  
Vol 99 ◽  
pp. 188-196 ◽  
Author(s):  
M.J. Park ◽  
O.M. Kwon ◽  
Ju H. Park ◽  
S.M. Lee ◽  
E.J. Cha
Keyword(s):  
Neural Networks ◽  
Discrete Time ◽  
Time Varying ◽  
Interval Time
Sign in / Sign up

Export Citation Format

Share Document