Positive almost periodic solutions for recurrent neural networks

Liu BW; Huang LH

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Positive almost periodic solutions for recurrent neural networks

机译：递归神经网络的几乎周期正解

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In this paper recurrent neural networks with time-varying delays and continuously distributed delays are considered. Sufficient conditions for the existence and exponential stability of the positive almost periodic solutions are established, which are new and complement previously known results. (C) 2007 Elsevier Ltd. All rights reserved.

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《Nonlinear analysis. Real world applications》 |2008年第3期|共12页
作者
Liu BW; Huang LH;
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正文语种 eng
中图分类数学分析;
关键词
recurrent neural networks; almost periodic solution; exponential stability; delays; GLOBAL EXPONENTIAL STABILITY; TIME-VARYING DELAYS; VARIABLE-COEFFICIENTS; DISTRIBUTED DELAYS; EXISTENCE;

机译：递归神经网络;概周期解;指数稳定性;时滞;全局指数稳定性;时变时滞;变量系数;分布时滞;存在;

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专利

1. Positive almost periodic solutions for recurrent neural networks [J] . Liu BW, Huang LH Nonlinear analysis. Real world applications . 2008,第3期

机译：递归神经网络的几乎周期正解
2. Pseudo Almost Periodic Solution of Recurrent Neural Networks with D Operator on Time Scales [J] . Aouiti Chaouki, Assali El Abed, Ben Gharbia Imen Neural processing letters . 2019,第1期

机译：时标上带有D算子的递归神经网络的伪概周期解
3. Pseudo Almost Periodic Solution of Recurrent Neural Networks with D Operator on Time Scales [J] . Aouiti Chaouki, Assali El Abed, Ben Gharbia Imen Neural processing letters . 2019,第1期

机译：伪几乎定期与D级正常尺度的经常性神经网络的解决方案
4. Pseudo almost periodic solutions of impulsive recurrent neural networks with mixed delays [C] . Hajer Brahmi, Boudour Ammar, Adel M. Alimi, International Joint Conference on Neural Networks . 2016

机译：具有混合时滞的脉冲递归神经网络的伪几乎周期解
5. Expanding Constrained Kinodynamic Path Planning Solutions through Recurrent Neural Networks [D] . Shaffer, Joshua . 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

机译：具有分布时滞和脉冲的中立型Cohen-Grossberg分流抑制性细胞神经网络的概周期解的全局指数稳定性
7. S-Asymptotically ω-Periodic Solutions of Fractional-Order Complex-Valued Recurrent Neural Networks With Delays [O] . Yuanyuan Hou, Lihua Dai 2021

机译：具有延迟的分数级复数复发性神经网络的S-渐近ω-周期解

Positive almost periodic solutions for recurrent neural networks

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