Stability and Synchronization of Neutral-Type Neural Networks

Studies in Systems, Decision and Control - Stability and Synchronization Control of Stochastic Neural Networks ◽

10.1007/978-3-662-47833-2_5 ◽

2015 ◽

pp. 153-267

Author(s):

Wuneng Zhou ◽

Jun Yang ◽

Liuwei Zhou ◽

Dongbing Tong

Keyword(s):

Neural Networks ◽

Neutral Type

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Finite-time sampled-data synchronization for uncertain neutral-type semi-Markovian jump neural networks with mixed time-varying delays

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126197 ◽

2021 ◽

Vol 403 ◽

pp. 126197

Author(s):

Yao Wang ◽

Jun Guo ◽

Guobao Liu ◽

Junwei Lu ◽

Fangyuan Li

Keyword(s):

Neural Networks ◽

Finite Time ◽

Neutral Type ◽

Data Synchronization ◽

Time Varying ◽

Sampled Data ◽

Markovian Jump ◽

Markovian Jump Neural Networks

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Non-reduced order strategies for global dissipativity of memristive neutral-type inertial neural networks with mixed time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2020.12.120 ◽

2021 ◽

Vol 436 ◽

pp. 174-183

Author(s):

Kai Wu ◽

Jigui Jian

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Time Varying ◽

Reduced Order ◽

Inertial Neural Networks

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Global Exponential Convergence of Neutral Type Competitive Neural Networks with D Operator and Mixed Delay

Journal of Systems Science and Complexity ◽

10.1007/s11424-020-8225-x ◽

2020 ◽

Vol 33 (6) ◽

pp. 1785-1803

Author(s):

Chaouki Aouiti ◽

El Abed Assali ◽

Imen Ben Gharbia

Keyword(s):

Neural Networks ◽

Exponential Convergence ◽

Neutral Type ◽

D Operator ◽

Global Exponential Convergence ◽

Mixed Delay

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Global exponential convergence of neutral-type Hopfield neural networks with multi-proportional delays and leakage delays

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2017.01.012 ◽

2017 ◽

Vol 96 ◽

pp. 139-144 ◽

Cited By ~ 16

Author(s):

Changjin Xu ◽

Peiluan Li

Keyword(s):

Neural Networks ◽

Exponential Convergence ◽

Neutral Type ◽

Hopfield Neural Networks ◽

Leakage Delays ◽

Proportional Delays ◽

Global Exponential Convergence

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Stability analysis in Lagrange sense for a class of BAM neural networks of neutral type with multiple time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2014.07.041 ◽

2015 ◽

Vol 149 ◽

pp. 930-939 ◽

Cited By ~ 32

Author(s):

Jigui Jian ◽

Baoxian Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Neutral Type ◽

Multiple Time ◽

Time Varying ◽

Bam Neural Networks

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Synchronization of cellular neural networks of neutral type via dynamic feedback controller

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2009.03.024 ◽

2009 ◽

Vol 42 (3) ◽

pp. 1299-1304 ◽

Cited By ~ 78

Author(s):

Ju H. Park

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Cellular Neural Networks ◽

Feedback Controller ◽

Dynamic Feedback

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Almost periodic solution for a neutral-type neural networks with distributed leakage delays on time scales

Neurocomputing ◽

10.1016/j.neucom.2015.08.047 ◽

2016 ◽

Vol 173 ◽

pp. 921-929 ◽

Cited By ~ 18

Author(s):

Bo Du ◽

Yurong Liu ◽

Hanan Ali Batarfi ◽

Fuad E. Alsaadi

Keyword(s):

Neural Networks ◽

Periodic Solution ◽

Time Scales ◽

Neutral Type ◽

Almost Periodic Solution ◽

Almost Periodic ◽

Leakage Delays

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Stability of Complex-Valued Neutral-Type Neural Networks with Time-Varying Delays

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-23756-1_49 ◽

2019 ◽

pp. 393-400

Author(s):

Manchun Tan ◽

Zhiqiang Song ◽

Xuemei Zhang

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Time Varying ◽

Complex Valued

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Novel results on passivity and exponential passivity for multiple discrete delayed neutral-type neural networks with leakage and distributed time-delays

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2018.07.008 ◽

2018 ◽

Vol 115 ◽

pp. 268-282 ◽

Cited By ~ 12

Author(s):

C. Maharajan ◽

R. Raja ◽

Jinde Cao ◽

G. Rajchakit ◽

Ahmed Alsaedi

Keyword(s):

Neural Networks ◽

Time Delays ◽

Neutral Type ◽

Distributed Time Delays

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New stability and stabilization conditions for stochastic neural networks of neutral type with Markovian jumping parameters

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2018.09.032 ◽

2018 ◽

Vol 355 (17) ◽

pp. 8462-8483 ◽

Cited By ~ 12

Author(s):

Tao Wu ◽

Lianglin Xiong ◽

Jinde Cao ◽

Zixin Liu ◽

Haiyang Zhang

Keyword(s):

Neural Networks ◽

Neutral Type ◽

Stochastic Neural Networks ◽

Markovian Jumping Parameters ◽

Markovian Jumping ◽

Stability And Stabilization

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