Stability Analysis for Uncertain Stochastic Delayed Neural Networks of Neutral-Type with Discrete and Distributed Delays

Guoquan Liu1; Simon X. Yang2; Wei Fu1

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Stability Analysis for Uncertain Stochastic Delayed Neural Networks of Neutral-Type with Discrete and Distributed Delays

机译：离散和分布延迟不确定随机延迟神经网络的稳定性分析

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—The paper studies delay-dependent global robust problem for a class of uncertain stochastic delayed neural networks of neutral-type with discrete and distributed delays. Novel stability criteria are obtained in terms of linear matrix inequality (LMI) by employing the Lyapunov- Krasovskii functional method and using the free-weighting matrices technique. In addition, two examples are given to show the effectiveness of the obtained conditions.

机译：- 用离散和分布延迟，研究了一类不确定随机延迟神经网络的延迟依赖的全局鲁棒问题。通过采用Lyapunov-Krasovskii功能方法并使用自由加权矩阵技术，在线性矩阵不等式（LMI）方面获得了新的稳定性标准。另外，给出了两个实例来显示所得条件的有效性。

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《Journal of Computers》 |2012年第2期|共9页
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Guoquan Liu1; Simon X. Yang2; Wei Fu1;
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1. Delay-dependent robust stability analysis of uncertain stochastic neural networks with discrete interval and distributed time-varying delays [J] . P. Balasubramaniam, R. Rakkiyappan Neurocomputing . 2009,第13a15期

机译：具有离散区间和分布时变时滞的不确定随机神经网络的时滞相关鲁棒稳定性分析
2. New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays [J] . Guoquan Liu1, Simon X. Yang2, Wei Fu1 Journal of Computers . 2012,第1期

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3. Stability Analysis for Stochastic Neutral-Type Memristive Neural Networks with Time-Varying Delay and S-Type Distributed Delays [J] . Wang Changjian, Xiong Zuoliang, Liang Min, Mathematical Problems in Engineering . 2017,第期

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4. Novel delay-dependent robust stability criteria for uncertain neutral-type delayed neural networks with discrete interval time-varying delays [C] . Tang Yi, Wang Runhua, Dong Zhiming IEEE International Conference on Cognitive Informatics Cognitive Computing . 2013

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5. Stability and bifurcation analysis of a two-neuron system with discrete and distributed delays. [D] . Filfil, Rami Sufian. 2002

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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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Stability Analysis for Uncertain Stochastic Delayed Neural Networks of Neutral-Type with Discrete and Distributed Delays

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