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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Delay-partitioning approach design for stochastic stability analysis of uncertain neutral-type neural networks with Markovian jumping parameters

Neurocomputing ◽

10.1016/j.neucom.2016.05.025 ◽

2016 ◽

Vol 207 ◽

pp. 437-449 ◽

Author(s):

Chun Yin ◽

Yuhua Cheng ◽

Xuegang Huang ◽

Shou-ming Zhong ◽

Yuanyuan Li ◽

...

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Neutral Type ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stochastic Stability Analysis ◽

Delay Partitioning

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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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Stochastic stability analysis of piecewise homogeneous Markovian jump neural networks with mixed time-delays

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2012.03.005 ◽

2012 ◽

Vol 349 (6) ◽

pp. 2136-2150 ◽

Author(s):

Zheng-Guang Wu ◽

Ju H. Park ◽

Hongye Su ◽

Jian Chu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Time Delays ◽

Markovian Jump ◽

Mixed Time Delays ◽

Stochastic Stability Analysis ◽

Markovian Jump Neural Networks

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Stochastic stability analysis for delayed neural networks of neutral type with Markovian jump parameters

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2007.06.114 ◽

2009 ◽

Vol 39 (5) ◽

pp. 2188-2197 ◽

Author(s):

Xuyang Lou ◽

Baotong Cui

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Neutral Type ◽

Markovian Jump ◽

Delayed Neural Networks ◽

Markovian Jump Parameters ◽

Stochastic Stability Analysis

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Stochastic stability analysis of neutral-type impulsive neural networks with mixed time-varying delays and Markovian jumping

Neurocomputing ◽

10.1016/j.neucom.2010.04.016 ◽

2010 ◽

Vol 73 (13-15) ◽

pp. 2689-2695 ◽

Author(s):

Huaguang Zhang ◽

Meng Dong ◽

Yingchun Wang ◽

Ning Sun

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Neutral Type ◽

Time Varying ◽

Markovian Jumping ◽

Stochastic Stability Analysis

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Robust stochastic stability analysis of Markovian switching genetic regulatory networks with discrete and distributed delays

Neurocomputing ◽

10.1016/j.neucom.2010.03.029 ◽

2010 ◽

Vol 74 (1-3) ◽

pp. 362-368 ◽

Author(s):

Qiang Meng ◽

Haijun Jiang

Keyword(s):

Stability Analysis ◽

Stochastic Stability ◽

Regulatory Networks ◽

Genetic Regulatory Networks ◽

Markovian Switching ◽

Distributed Delays ◽

Stochastic Stability Analysis

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Stochastic stability analysis of competitive neural networks with different time-scales

Neurocomputing ◽

10.1016/j.neucom.2013.02.020 ◽

2013 ◽

Vol 118 ◽

pp. 115-118 ◽

Author(s):

Anke Meyer-Bäse ◽

Guillermo Botella ◽

Liliana Rybarska-Rusinek

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Time Scales ◽

Stochastic Stability ◽

Stochastic Stability Analysis ◽

Different Time Scales

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Stochastic stability analysis for neutral-type Markov jump neural networks with additive time-varying delays via a new reciprocally convex combination inequality

International Journal of Systems Science ◽

10.1080/00207721.2019.1586005 ◽

2019 ◽

Vol 50 (5) ◽

pp. 970-988 ◽

Author(s):

Haiyang Zhang ◽

Zhipeng Qiu ◽

Lianglin Xiong ◽

Guanghao Jiang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Convex Combination ◽

Neutral Type ◽

Time Varying ◽

Markov Jump ◽

Reciprocally Convex Combination ◽

Stochastic Stability Analysis

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Stochastic Stability Analysis of Delayed Hopfield Neural Networks with Impulse Effects

Advances in Neural Networks – ISNN 2011 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-21105-8_40 ◽

2011 ◽

pp. 339-347

Author(s):

Wenfeng Hu ◽

Chuandong Li ◽

Sichao Wu ◽

Xiaofeng Liao

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Hopfield Neural Networks ◽

Stochastic Stability Analysis

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Stochastic stability analysis of fuzzy hopfield neural networks with time-varying delays

IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing ◽

10.1109/tcsii.2005.846305 ◽

2005 ◽

Vol 52 (5) ◽

pp. 251-255 ◽

Author(s):

He Huang ◽

D.W.C. Ho ◽

J. Lam

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Stability ◽

Hopfield Neural Networks ◽

Time Varying ◽

Stochastic Stability Analysis

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