Stability Analysis of Multiple Equilibria for Recurrent Neural Networks

Advances in Neural Networks – ISNN 2012 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-31346-2_23 ◽

2012 ◽

pp. 196-205

Author(s):

Yujiao Huang ◽

Huaguang Zhang ◽

Zhanshan Wang ◽

Mo Zhao

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Multiple Equilibria

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An Overview of the Stability Analysis of Recurrent Neural Networks With Multiple Equilibria

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3105519 ◽

2021 ◽

pp. 1-14

Author(s):

Peng Liu ◽

Jun Wang ◽

Zhigang Zeng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Multiple Equilibria ◽

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Stability analysis of multiple equilibria for recurrent neural networks with discontinuous Mexican-hat-type activation function

2015 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas.2015.7168697 ◽

2015 ◽

Author(s):

Xiaobing Nie ◽

Wei Xing Zheng ◽

Jinhu Lu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Multiple Equilibria ◽

Activation Function ◽

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Stability analysis of multiple equilibria for recurrent neural networks with time-varying delays

2013 IEEE International Symposium on Circuits and Systems (ISCAS2013) ◽

10.1109/iscas.2013.6572288 ◽

2013 ◽

Author(s):

Zhigang Zeng ◽

Wei Xing Zheng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Multiple Equilibria ◽

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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 robust exponential stability analysis for interval recurrent neural networks

Physics Letters A ◽

10.1016/j.physleta.2004.03.038 ◽

2004 ◽

Vol 325 (2) ◽

pp. 124-133 ◽

Author(s):

Shengyuan Xu ◽

James Lam ◽

Daniel W.C. Ho ◽

Yun Zou

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Exponential Stability ◽

Recurrent Neural Networks ◽

Robust Exponential Stability ◽

Global Robust Exponential Stability

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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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Robust stability analysis for uncertain recurrent neural networks with leakage delay based on delay-partitioning approach

Neural Computing and Applications ◽

10.1007/s00521-016-2670-4 ◽

2016 ◽

Vol 30 (1) ◽

pp. 211-222 ◽

Author(s):

Sai-Bing Qiu ◽

Xin-Ge Liu ◽

Feng-Xian Wang ◽

Yan-Jun Shu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Robust Stability ◽

Recurrent Neural Networks ◽

Leakage Delay ◽

Robust Stability Analysis ◽

Delay Partitioning

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A New Method for Robust Stability Analysis of a Class of Recurrent Neural Networks with Time Delays

Advances in Neural Networks – ISNN 2004 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-28647-9_9 ◽

2004 ◽

pp. 49-54

Author(s):

Huaguang Zhang ◽

Gang Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Robust Stability ◽

Recurrent Neural Networks ◽

Time Delays ◽

Robust Stability Analysis

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Stability Analysis of a General Class of Continuous-Time Recurrent Neural Networks

Advances in Neural Networks – ISNN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-01507-6_40 ◽

2009 ◽

pp. 340-346

Author(s):

Chaojin Fu ◽

Zhongsheng Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Continuous Time ◽

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Improved Delay-Derivative-Dependent Stability Analysis for Generalized Recurrent Neural Networks with Interval Time-Varying Delays

Neural Processing Letters ◽

10.1007/s11063-019-10088-8 ◽

2019 ◽

Vol 51 (1) ◽

pp. 427-448 ◽

Author(s):

Pin-Lin Liu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Time Varying ◽

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