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Volume 20 Issue 5
Sep.  1998
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Liao Xiaoxin, Fei Qi, Sun Debao, Qi Huan. ESTIMATION OF ATTRACTION REGION FOR ASSOCIATIVE MEMORY NEURAL NETWORKS[J]. Journal of Electronics & Information Technology, 1998, 20(5): 611-618.
Citation: Liao Xiaoxin, Fei Qi, Sun Debao, Qi Huan. ESTIMATION OF ATTRACTION REGION FOR ASSOCIATIVE MEMORY NEURAL NETWORKS[J]. Journal of Electronics & Information Technology, 1998, 20(5): 611-618.

ESTIMATION OF ATTRACTION REGION FOR ASSOCIATIVE MEMORY NEURAL NETWORKS

  • Received Date: 1996-09-02
  • Rev Recd Date: 1997-09-02
  • Publish Date: 1998-09-19
  • In this paper, the estimation of attraction region for a given equilibrium position of associative memories is given with Lyapunov function method. It is very important for the implementation of associative memories and optimization with neural networks.
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  • Hopfield J J. Neural networks and physical systms with emergent collective computational abilities[J].Proc. Nat. Acad, Sci. USA.1982, 79:2554-2558[2]Hopfield J J. Neurons with graded response have collective computational properties like those of two-state neurons[J].Proc. Nat. Acad. Sci. USA.1984, 81:3088-3092[3]焦李成,等.神经网络系统理论.西安:西安电子科技大学出版社,1991, 1-16.[4]徐秉铮,等编著.神经网络系统与应用.广州:华南理工大学出版社,1994, 1-7.[5]Liao Xiaoxin. Stability of Hopfield-type neura networks(I) Science in China(Series A), 1995, 38(4): 407-418.[6]Liao Xiaoxin, Liao Yang. Stability of Hopfield-type neural networks(II), Science in China(Series A), 1997,40(8): 813-816.[7]黄琳.稳定性理论.北京:北京大学出版社,1989,81-88.[8]序晓昕.稚定性的数学理论和应用.武汉:华中师范大学出版社,1988, 22-25.
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