李宝麟,王蓉.具有脉冲的BAM型神经网络概周期解的存在性与稳定性[J].数学研究及应用,2010,30(6):1039~1047 |
具有脉冲的BAM型神经网络概周期解的存在性与稳定性 |
Existence and Exponential Stability of Almost Periodic Solution for BAM Neural Networks with Impulse |
投稿时间:2008-06-25 修订日期:2009-03-16 |
DOI:10.3770/j.issn:1000-341X.2010.06.012 |
中文关键词: BAM 神经网络 概周期解 脉冲 稳定性 Banach不动点定理. |
英文关键词:BAM neural networks almost periodic solution impulse stability Banach fixed point theory. |
基金项目:国家自然科学基金(Grant No.11061031). |
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中文摘要: |
本文讨论了一类具有脉冲的BAM型神经网络模型,利用Banach不动点定理和一些分析技巧,获得了这类模型概周期解的存在性与指数稳定的充分条件. |
英文摘要: |
This paper discusses a class of the bidirectional associative memories (BAM) type neural networks with impulse. By using the Banach fixed point theory and some analysis technology, we obtain the existence of almost periodic solution and stability under some sufficient conditions. |
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