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Volume 14 Issue 1
Jan.  1992
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Zeng Huanglin, Yu Juebang. STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS[J]. Journal of Electronics & Information Technology, 1992, 14(1): 1-6.
Citation: Zeng Huanglin, Yu Juebang. STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS[J]. Journal of Electronics & Information Technology, 1992, 14(1): 1-6.

STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS

  • Received Date: 1990-06-23
  • Rev Recd Date: 1991-07-24
  • Publish Date: 1992-01-19
  • 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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