New robust stability condition for discrete-time recurrent neural networks with time-varying delays and nonlinear perturbations

Neurocomputing ◽

10.1016/j.neucom.2016.09.024 ◽

2017 ◽

Vol 219 ◽

pp. 203-209 ◽

Cited By ~ 14

Author(s):

Changchun Hua ◽

Shuangshuang Wu ◽

Xinping Guan

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Discrete Time ◽

Stability Condition ◽

Recurrent Neural Networks ◽

Time Varying ◽

Nonlinear Perturbations

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Less conservative stability condition for uncertain discrete-time recurrent neural networks with time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2015.09.030 ◽

2016 ◽

Vol 173 ◽

pp. 1578-1588 ◽

Cited By ~ 13

Author(s):

De-hui Lin ◽

Jun Wu ◽

Jian-ning Li

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Stability Condition ◽

Recurrent Neural Networks ◽

Time Varying

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A delay-range-dependent approach to global robust stability for discrete-time uncertain recurrent neural networks with interval time-varying delay

Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering ◽

10.1243/09596518jsce451 ◽

2007 ◽

Vol 221 (8) ◽

pp. 1123-1132 ◽

Cited By ~ 4

Author(s):

C. Y. Lu

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Time Varying ◽

Interval Time ◽

Time Varying Delay ◽

Global Robust Stability ◽

Varying Delay

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Novel global exponential stability condition for discrete-time recurrent neural networks with random time-varying delays:

2010 17th Iranian Conference of Biomedical Engineering (ICBME) ◽

10.1109/icbme.2010.5705031 ◽

2010 ◽

Author(s):

Maryam Fattahi ◽

Hamidreza Momeni

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Discrete Time ◽

Stability Condition ◽

Recurrent Neural Networks ◽

Global Exponential Stability ◽

Random Time ◽

Time Varying

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A delay-dependent LMI approach to dynamics analysis of discrete-time recurrent neural networks with time-varying delays

Physics Letters A ◽

10.1016/j.physleta.2007.03.088 ◽

2007 ◽

Vol 368 (1-2) ◽

pp. 134-145 ◽

Cited By ~ 121

Author(s):

Qiankun Song ◽

Zidong Wang

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Dynamics Analysis ◽

Time Varying ◽

Lmi Approach ◽

Delay Dependent

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On designing state estimators for discrete-time recurrent neural networks with interval-like time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2018.01.054 ◽

2018 ◽

Vol 286 ◽

pp. 67-74 ◽

Cited By ~ 1

Author(s):

Lili Liu ◽

Shihua Zhu ◽

Baowei Wu ◽

Yue-E Wang

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Time Varying ◽

State Estimators

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Robust Stability of Recurrent Neural Networks With Time-Varying Delays and Input Perturbation

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2019.2926537 ◽

2019 ◽

pp. 1-12

Author(s):

Fanghai Zhang ◽

Zhigang Zeng

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Recurrent Neural Networks ◽

Time Varying ◽

Input Perturbation

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Event-triggered H∞ synchronization for switched discrete time delayed recurrent neural networks with actuator constraints and nonlinear perturbations

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2020.01.016 ◽

2020 ◽

Vol 357 (7) ◽

pp. 4079-4108

Author(s):

R. Vadivel ◽

M. Syed Ali ◽

Young Hoon Joo

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Nonlinear Perturbations ◽

Actuator Constraints ◽

Event Triggered

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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 ◽

Cited By ~ 54

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 ◽

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 ◽

Cited By ~ 1

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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Robust stability of stochastic uncertain recurrent neural networks with Markovian jumping parameters and time-varying delays

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-012-0124-6 ◽

2012 ◽

Vol 5 (1) ◽

pp. 13-22 ◽

Cited By ~ 37

Author(s):

M. Syed Ali

Keyword(s):

Neural Networks ◽

Robust Stability ◽

Recurrent Neural Networks ◽

Time Varying ◽

Markovian Jumping Parameters ◽

Markovian Jumping

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