| 带脉冲的BAM神经网络模型的渐进稳定性 |
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| 引用本文： | 佘连兵,邓慧琳,陈华平.带脉冲的BAM神经网络模型的渐进稳定性[J].六盘水师范高等专科学校学报,2012,24(3):21-30. |
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| 作者姓名： | 佘连兵 邓慧琳 陈华平 |
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| 作者单位： | 六盘水师范学院数学系 贵州六盘水530001 |
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| 摘 要： | 应用M-矩阵和构造合适的Lyapunov函数的方法,研究了如下BAM带有脉冲的神经网络模型平衡点依赖于时滞的全局渐进稳定性问题
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| 关 键 词： | 细胞神经网络 M-矩阵 Lyapunov函数 重要不等式 全局渐进稳定性 |
Global Asymptotical Stability of BAM Neural Networks with Impulses |
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| SHE Lian-bing
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DENG Hui-lin
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CHEN Hua-ping.Global Asymptotical Stability of BAM Neural Networks with Impulses[J].Journal of Liupanshui Teachers College,2012,24(3):21-30. |
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| Authors: | SHE Lian-bing DENG Hui-lin CHEN Hua-ping |
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| Institution: | (Department of Mathematics Liupanshui Normal University;Liupanshui 553001,China) |
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| Abstract: | By applying M-matrix and constructing suitable Lyapunov functional,some sufficient conditions for the globally exponential stability of BAM neural networks with impulses are obtained for the following: where ai> 0,bj> 0,ζ> 0,σ> 0,ci,dj,pji,qji,wij,v-（ij） are constants,and t1≤t2≤……is a strictly increasing sequence such that limtk = +∞. |
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| Keywords: | BAM neural networks M-matrix Globally exponential stability Delayed cellular networks Lyapunov functional |
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