非对称联接神经网络的稳定性和稳定控制
STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS
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摘要: 本文对连续竞争神经网络提出一种新的动态分析方法,得出一类联想网络稳定的必要条件。根据这一稳定性准则,给出了一类联想神经网络的综合方法。对于一般不稳定网络,提出了网络稳定控制的方法。这种方法也为稳定网络的动态控制和优化提供了一条新途径。Abstract: A new method for analysing dynamics of continuous competitive neuralnetworks has been proposed, and the necessary convergence conditions for a class of associative networks has been obtained. Based on the stability criterion and the equations of equilibrium set of the network, synthesis of a class of associative neural networks has been given. The stability control model of asymmetric unstable networks has been suggested, which is also a valid way for optimization and dynamic control of the stable neural n...
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J. J. Hopfield, Proc. Nail. lead. Sci. USA, 79(1982) 8. 2554-2558.[2]Michacl A. Cohen et al., IEEE Trans. on SMC, SMC-13(1983) 5, 815-826.[3]L. O. Chua et al., IEEE Trans. on CAS, CAS-35(1988) 10, 1257-1276.[4]A. N. Michel et al., IEEE Trans. on CAS, CAS-36(1989) 2, 229-243.[5]李正良,矩阵理论和代数基础,电子科技大学出版社,成都,1989年.[6]曾黄麟,电路与系统学报,2(1990)2,108-113.[7]曾黄麟,连续神经网络协同和自组织理论及综合与应用研究,电子科技大学博士论文,成都,1991年. -
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