| Wilson-Cowan神经网络的概周期解及其稳定性 |
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| 引用本文： | 谢莎莎,黄振坤.Wilson-Cowan神经网络的概周期解及其稳定性[J].集美大学学报(自然科学版),2013,0(2):146-150. |
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| 作者姓名： | 谢莎莎 黄振坤 |
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| 作者单位： | (集美大学理学院,福建 厦门 361021 ) |
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| 基金项目： | 国家自然科学基金资助项目（11101187）;福建省杰出青年基金资助项目（2012J06001） |
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| 摘 要： | 对具有概周期系数的Wilson-Cowan神经网络进行了讨论，利用压缩不动点定理与Lyapunov泛函方法，得到了此类神经网络概周期解的存在性、唯一性与指数型稳定性的充分条件
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| 关 键 词： | Wilson-Cowan神经网络 概周期解 指数型稳定性 不动点定理 |
The Existence and Stability of Almost Periodic Solutions for WCNNs |
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| XIE Sha-sha,HUANG Zhen-kun.The Existence and Stability of Almost Periodic Solutions for WCNNs[J].the Editorial Board of Jimei University(Natural Science),2013,0(2):146-150. |
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| Authors: | XIE Sha-sha HUANG Zhen-kun |
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| Affiliation: | (School of Science,Jimei University,Xiamen 361021,China ) |
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| Abstract: | Wilson-Cowan neural networks（WCNNs）with almost periodic coefficients were discussed.By using the fixed point theorem and Lyapunov functional technique,sufficient condition guaranteeing was obtained that there existed and unique almost periodic solution of WCNNs which was exponentially stable. |
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| Keywords: | Wilson-Cowan neural networks almost periodic solution exponential stability fixed point theorem |
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