On Global Stability of Delayed BAM Stochastic Neural Networks with Markovian Switching

Neural Processing Letters ◽

10.1007/s11063-009-9107-3 ◽

2009 ◽

Vol 30 (1) ◽

pp. 19-35 ◽

Author(s):

Yurong Liu ◽

Zidong Wang ◽

Xiaohui Liu

Keyword(s):

Neural Networks ◽

Global Stability ◽

Markovian Switching ◽

Stochastic Neural Networks

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Stability for Markovian switching stochastic neural networks with infinite delay driven by Lévy noise

International Journal of Dynamics and Control ◽

10.1007/s40435-018-0451-x ◽

2018 ◽

Vol 7 (2) ◽

pp. 547-556 ◽

Author(s):

Chafai Imzegouan

Keyword(s):

Neural Networks ◽

Infinite Delay ◽

Markovian Switching ◽

Lévy Noise ◽

Stochastic Neural Networks ◽

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Global exponential estimates of delayed stochastic neural networks with Markovian switching

Neural Networks ◽

10.1016/j.neunet.2012.10.002 ◽

2012 ◽

Vol 36 ◽

pp. 136-145 ◽

Author(s):

He Huang ◽

Tingwen Huang ◽

Xiaoping Chen

Keyword(s):

Neural Networks ◽

Markovian Switching ◽

Stochastic Neural Networks ◽

Exponential Estimates

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Exponential Stability of Uncertain Stochastic Neural Networks with Markovian Switching

Neural Processing Letters ◽

10.1007/s11063-010-9158-5 ◽

2010 ◽

Vol 32 (3) ◽

pp. 293-309 ◽

Author(s):

Song Zhu ◽

Yi Shen ◽

Lei Liu

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Markovian Switching ◽

Stochastic Neural Networks ◽

Uncertain Stochastic Neural Networks

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Exponential synchronization for stochastic neural networks with multi-delayed and Markovian switching via adaptive feedback control

Communications in Nonlinear Science and Numerical Simulation ◽

10.1016/j.cnsns.2015.05.011 ◽

2015 ◽

Vol 29 (1-3) ◽

pp. 359-371 ◽

Author(s):

Dongbing Tong ◽

Wuneng Zhou ◽

Xianghui Zhou ◽

Jun Yang ◽

Liping Zhang ◽

...

Keyword(s):

Neural Networks ◽

Feedback Control ◽

Exponential Synchronization ◽

Markovian Switching ◽

Stochastic Neural Networks ◽

Adaptive Feedback ◽

Adaptive Feedback Control

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Global Stability and Synchronization of Markovian Switching Neural Networks with Stochastic Perturbation and Impulsive Delay

Circuits Systems and Signal Processing ◽

10.1007/s00034-014-9924-0 ◽

2015 ◽

Vol 34 (8) ◽

pp. 2457-2474 ◽

Author(s):

Wei Zhang ◽

Chuandong Li ◽

Tingwen Huang ◽

Jiangtao Qi

Keyword(s):

Neural Networks ◽

Global Stability ◽

Stochastic Perturbation ◽

Markovian Switching ◽

Impulsive Delay

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On delay-dependent robust exponential stability of stochastic neural networks with mixed time delays and Markovian switching

Nonlinear Dynamics ◽

10.1007/s11071-007-9321-3 ◽

2008 ◽

Vol 54 (3) ◽

pp. 199-212 ◽

Author(s):

Yurong Liu ◽

Zidong Wang ◽

Xiaohui Liu

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Time Delays ◽

Markovian Switching ◽

Stochastic Neural Networks ◽

Robust Exponential Stability ◽

Mixed Time Delays ◽

Delay Dependent

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On existence and uniqueness of stationary distribution of Hopfield Stochastic neural networks with Markovian switching

2012 IEEE International Conference on Information Science and Technology ◽

10.1109/icist.2012.6221631 ◽

2012 ◽

Author(s):

Lifeng Xu

Keyword(s):

Neural Networks ◽

Stationary Distribution ◽

Existence And Uniqueness ◽

Markovian Switching ◽

Stochastic Neural Networks

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Global stochastic stability analysis for stochastic neural networks with infinite delay and Markovian switching

Applied Mathematics and Computation ◽

10.1016/j.amc.2014.06.094 ◽

2014 ◽

Vol 245 ◽

pp. 53-65 ◽

Author(s):

Ying Guo ◽

Huan Su ◽

Xiaohua Ding ◽

Ke Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Infinite Delay ◽

Markovian Switching ◽

Stochastic Neural Networks ◽

Stochastic Stability Analysis

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Dissipativity of discrete-time BAM stochastic neural networks with Markovian switching and impulses

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2013.08.003 ◽

2013 ◽

Vol 350 (10) ◽

pp. 3217-3247 ◽

Author(s):

R. Raja ◽

U. Karthik Raja ◽

R. Samidurai ◽

A. Leelamani

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Markovian Switching ◽

Stochastic Neural Networks

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NEW RESULTS ON STABILITY OF STOCHASTIC NEURAL NETWORKS WITH MARKOVIAN SWITCHING AND MODE-DEPENDENT TIME-VARYING DELAYS

Neural Network World ◽

10.14311/nnw.2014.24.006 ◽

2014 ◽

Vol 24 (1) ◽

pp. 103-116 ◽

Author(s):

Peijuan Li ◽

Yueying Wang ◽

Pingfang Zhou ◽

Quanbao Wang ◽

Dengping Duan

Keyword(s):

Neural Networks ◽

Markovian Switching ◽

Stochastic Neural Networks ◽

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