A new approach to stability analysis of discrete-time recurrent neural networks with time-varying delay

Neurocomputing ◽

10.1016/j.neucom.2008.11.009 ◽

2009 ◽

Vol 72 (10-12) ◽

pp. 2563-2568 ◽

Author(s):

Chunwei Song ◽

Huijun Gao ◽

Wei Xing Zheng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Time Varying ◽

New Approach ◽

Time Varying Delay ◽

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Improved Free-Weighting Matrix Approach for Stability Analysis of Discrete-Time Recurrent Neural Networks With Time-Varying Delay

IEEE Transactions on Circuits & Systems II Express Briefs ◽

10.1109/tcsii.2008.921597 ◽

2008 ◽

Vol 55 (7) ◽

pp. 690-694 ◽

Author(s):

Min Wu ◽

Fang Liu ◽

Peng Shi ◽

Yong He ◽

Ryuichi Yokoyama

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Time Varying ◽

Matrix Approach ◽

Time Varying Delay ◽

Weighting Matrix ◽

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Stability analysis for stochastic discrete-time recurrent neural networks with time-varying delay components

2012 International Conference on Systems and Informatics (ICSAI2012) ◽

10.1109/icsai.2012.6223616 ◽

2012 ◽

Author(s):

Liyuan Hou ◽

Hong Zhu ◽

Shouming Zhong ◽

Yuping Zhang ◽

Yong Zeng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Time Varying ◽

Time Varying Delay ◽

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A New Result on Stability Analysis of Recurrent Neural Networks with Time-Varying Delay Based on an Extended Delay-Dependent Integral Inequality

Neural Processing Letters ◽

10.1007/s11063-021-10601-y ◽

2021 ◽

Author(s):

Guoqiang Tan ◽

Zhanshan Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Integral Inequality ◽

Time Varying ◽

Time Varying Delay ◽

Delay Dependent ◽

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Global exponential stability analysis for recurrent neural networks with time-varying delay

2009 Chinese Control and Decision Conference ◽

10.1109/ccdc.2009.5191612 ◽

2009 ◽

Author(s):

Xiaoli Guo ◽

Qingbo Li ◽

Yonggang Chen ◽

Yuanyuan Wu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Exponential Stability ◽

Recurrent Neural Networks ◽

Global Exponential Stability ◽

Time Varying ◽

Time Varying Delay ◽

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Design of delay-range-dependent state estimators for discrete-time recurrent neural networks with interval time-varying delay

2008 American Control Conference ◽

10.1109/acc.2008.4587154 ◽

2008 ◽

Author(s):

Chien-Yu Lu ◽

Jui-Chuan Cheng ◽

Te-Jen Su

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Time Varying ◽

Interval Time ◽

Time Varying Delay ◽

State Estimators ◽

Varying Delay ◽

Dependent State

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Stability analysis of static recurrent neural networks with interval time-varying delay

Applied Mathematics and Computation ◽

10.1016/j.amc.2013.06.028 ◽

2013 ◽

Vol 221 ◽

pp. 111-120 ◽

Author(s):

Jian Sun ◽

Jie Chen

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Time Varying ◽

Interval Time ◽

Time Varying Delay ◽

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Stability analysis of discrete-time neural networks with an interval-like time-varying delay

Neurocomputing ◽

10.1016/j.neucom.2018.10.044 ◽

2019 ◽

Vol 329 ◽

pp. 248-254 ◽

Author(s):

Jun Chen ◽

Ju H. Park ◽

Shengyuan Xu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Time Varying ◽

Time Varying Delay ◽

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Improved delay-dependent stability analysis of discrete-time neural networks with time-varying delay

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2016.12.027 ◽

2017 ◽

Vol 354 (4) ◽

pp. 1922-1936 ◽

Author(s):

Li Jin ◽

Yong He ◽

Min Wu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Time Varying ◽

Time Varying Delay ◽

Delay Dependent ◽

Delay Dependent Stability ◽

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Delay-dependent exponential stability analysis for discrete-time switched neural networks with time-varying delay

Neurocomputing ◽

10.1016/j.neucom.2011.01.015 ◽

2011 ◽

Vol 74 (10) ◽

pp. 1626-1631 ◽

Author(s):

Zheng-Guang Wu ◽

Peng Shi ◽

Hongye Su ◽

Jian Chu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Exponential Stability ◽

Discrete Time ◽

Time Varying ◽

Time Varying Delay ◽

Switched Neural Networks ◽

Delay Dependent ◽

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Stability analysis of recurrent neural networks with interval time-varying delay via free-matrix-based integral inequality

Neurocomputing ◽

10.1016/j.neucom.2016.04.052 ◽

2016 ◽

Vol 205 ◽

pp. 490-497 ◽

Author(s):

Wen-Juan Lin ◽

Yong He ◽

Chuan-Ke Zhang ◽

Min Wu ◽

Meng-Di Ji

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Integral Inequality ◽

Time Varying ◽

Interval Time ◽

Time Varying Delay ◽

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