| STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS |
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| 引用本文： | 曾黄麟,虞厥邦. STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS[J]. 电子科学学刊(英文版), 1992, 9(2): 97-104. DOI: 10.1007/BF02684523 |
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| 作者姓名： | 曾黄麟 虞厥邦 |
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| 作者单位： | Sichuan Institute of Light Industry and Chemical Technology Zigong 643033，University of Electronic Science Technology of China Chengdu 610054 |
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| 摘 要： | A new method for analyzing dynamics of continuous neural networks is proposed,and the necessary convergence conditions for a class of associative networks are obtained. Basedon the stability criterion and the equations of equilibrium set of the network, synthesis of aclass of associative neural networks is given. The stability control model of asymmetric unstablenetworks is suggested, which is also a valid way for optimization and dynamic control of stableneural networks.
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Stability control and analysis of asymmetric continuous neural networks |
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| Zeng Huanglin,Yu Juebang. Stability control and analysis of asymmetric continuous neural networks[J]. Journal of Electronics, 1992, 9(2): 97-104. DOI: 10.1007/BF02684523 |
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| Authors: | Zeng Huanglin Yu Juebang |
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| Affiliation: | (1) Sichuan Institute of Light Industry and Chemical Technology, 643033 Zigong, China;(2) University of Electronic Science and Technology of China, 610054 Chengdu |
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| Abstract: | A new method for analyzing dynamics of continuous neural networks is proposed, and the necessary convergence conditions for a class of associative networks are obtained. Based on the stability criterion and the equations of equilibrium set of the network, synthesis of a class of associative neural networks is given. The stability control model of asymmetric unstable networks is suggested, which is also a valid way for optimization and dynamic control of stable neural networks. |
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| Keywords: | Continuous neural networks Asymmetric interconnection Asymptotically stable Stability control |
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