Global exponential convergence of neutral-type competitive neural networks with multi-proportional delays, distributed delays and time-varying delay in leakage delays

Aouiti Chaouki; Assali El abed; Cao Jinde; Alsaedi Ahmed

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Global exponential convergence of neutral-type competitive neural networks with multi-proportional delays, distributed delays and time-varying delay in leakage delays

机译：具有多比例时滞，分布时滞和时变时滞的中立型竞争神经网络的全局指数收敛

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摘要

This paper is concerned with a class of neutral-type competitive neural networks with multi-proportional delays, distributed delays and leakage delays. By employing the differential inequality theory, some sufficient conditions are given to ensure that all solutions of the addressed system converge exponentially to zero vector. An illustrative example is also given at the end of this paper to show the effectiveness of our results.

机译：本文涉及一类具有多比例时滞，分布时滞和泄漏时滞的中立型竞争神经网络。通过使用微分不等式理论，给出了一些充分的条件以确保所寻址系统的所有解都以指数形式收敛到零向量。本文末尾还给出了一个说明性示例，以显示我们的结果的有效性。

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来源
《International journal of systems science》 |2018年第12期|2202-2214|共13页
作者
Aouiti Chaouki; Assali El abed; Cao Jinde; Alsaedi Ahmed;
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作者单位

Univ Carthage, Dept Math, Fac Sci Bizerta, Res Unit Math, UR13ES47,BP W, Zarzouna 7021, Bizerta, Tunisia;

Univ Carthage, Dept Math, Fac Sci Bizerta, Res Unit Math, UR13ES47,BP W, Zarzouna 7021, Bizerta, Tunisia;

Southeast Univ, Dept Math, Nanjing, Jiangsu, Peoples R China;

King Abdulaziz Univ, Dept Math, NAAM, Res Grp, Jeddah, Saudi Arabia;

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正文语种 eng
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Neutral-type competitive neural networks; leakage delay; proportional delay; exponential convergence;

机译：中立型竞争神经网络泄漏时滞比例时滞指数收敛;

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1. Global Exponential Convergence of Fuzzy Cellular Neural Networks with Leakage Delays, Distributed Delays and Proportional Delays [J] . Xu Changjin, Li Peiluan Circuits, systems, and signal processing . 2018,第1期

机译：具有泄漏时滞，分布时滞和比例时滞的模糊细胞神经网络的全局指数收敛
2. Global exponential stability of fuzzy BAM neural networks with distributed delays and time-varying delays in the leakage terms [J] . Lian Duan, Lihong Huang Neural Computing and Applications . 2013,第1期

机译：泄漏项具有分布时滞和时变时滞的模糊BAM神经网络的全局指数稳定性
3. Pseudo-Almost Periodic Solution on Time-Space Scales for a Novel Class of Competitive Neutral-Type Neural Networks with Mixed Time-Varying Delays and Leakage Delays [J] . Arbi Adnene, Cao Jinde Neural processing letters . 2017,第2期

机译：一类具有时变时滞和泄漏时滞的竞争中立型神经网络的时空尺度上的伪概周期解
4. Global Exponential Stability for Neutral-type Uncertain Dynamic Neural Networks With Hybrid Time-varying Delays [C] . Liang Wu, Lei Zhao, Jiefang Liu, ITIE 2010;International conference on information technology and industrial engineering . 2010

机译：具有混合时变时滞的中立型不确定动态神经网络的全局指数稳定性
5. Exponential Stability of Intrinsically Stable Dynamical Networks and Switched Networks with Time-Varying Time Delays [D] . Reber, David Patrick. 2019

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6. Global Exponential Stability of Almost Periodic Solution for Neutral-Type Cohen-Grossberg Shunting Inhibitory Cellular Neural Networks with Distributed Delays and Impulses [O] . Lijun Xu, Qi Jiang, Guodong Gu 2016

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7. Finite-Time Mittag–Leffler Synchronization of Neutral-Type Fractional-Order Neural Networks with Leakage Delay and Time-Varying Delays [O] . Călin-Adrian Popa, Eva Kaslik 2020

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Global exponential convergence of neutral-type competitive neural networks with multi-proportional delays, distributed delays and time-varying delay in leakage delays

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