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中国物理学会期刊

细胞神经网络平衡态的稳定性分析

CSTR: 32037.14.aps.50.2303

ANALYSIS OF STABILITY FOR EQUILIBRIUM OFCELLULAR NEURAL NETWORKS

CSTR: 32037.14.aps.50.2303
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  • 通过对细胞神经网络平衡态的表示、存在区域和稳定性的细致的研究,总结出一些有用的结论,根据所得平衡态的具体稳定的分布区域,适当调节权矩阵,就可使网络系统处于稳定状态,所得结果简洁且实用,并且也通过仿真算例阐明了这一点.

     

    This paper discusses in detail the expressions, distribution and stability of equilibria for cellular neutral networks. Some useful conclusions are obtained. The network can be stable via choosing different connection-weight matrices based on special regions. The example shows the conditions are concise and easy to use.

     

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