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Volume 18 Issue 1
Jan.  1996
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Liang Xuebin, Wu Lide. ESTIMATION OF ATTRACTION DOMAIN AND EXPONENTIAL CONVERGENCE RATE OF CONTINUOUS FEEDBACK ASSOCIATIVE MEMORY AND ITS APPLICATIONS[J]. Journal of Electronics & Information Technology, 1996, 18(1): 1-6.
Citation: Liang Xuebin, Wu Lide. ESTIMATION OF ATTRACTION DOMAIN AND EXPONENTIAL CONVERGENCE RATE OF CONTINUOUS FEEDBACK ASSOCIATIVE MEMORY AND ITS APPLICATIONS[J]. Journal of Electronics & Information Technology, 1996, 18(1): 1-6.

ESTIMATION OF ATTRACTION DOMAIN AND EXPONENTIAL CONVERGENCE RATE OF CONTINUOUS FEEDBACK ASSOCIATIVE MEMORY AND ITS APPLICATIONS

  • Received Date: 1994-01-11
  • Rev Recd Date: 1995-07-07
  • Publish Date: 1996-01-19
  • The attraction domains of memory patterns and the exponential convergence rate of the network trajectories to memory patterns for continuous feedback associative memory are estimated. These results can be used for evaluation of error-correction capability and the synthesis procedures for continuous-time associative memory neural networks.
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  • Hopfield J J. Proc[J].Natl. Acad. Sci. U. S. A.1984, 81(5):3088-3092[2]Michel A N, Farrell J A. IEEE on Contr. Syst. Mag., 1990, CSM-10(4): 6-17.[3]Guez A, Protopopsecu V, Barhen J. IEEE Trans. on SMC, 1988,SMC-18(1): 80-87.[4]Li J H, Michel A N, Porod W. IEEE Trans. on CAS, 1988, CAS-35(8): 976-986.[5]Michel A N, Farrell J A, Porod W. IEEE Trans. on CAS, 1989, CAS-36(2): 229-243.[6]Farrell J A, Michel A N. IEEE Trans. on CAS, 1990, CAS-37(7): 877-884.[7]Atiya M, Abu-Mostafa Y S. IEEE Trans. on NN, 1993, NN-4(1): 117-126.[8]Michel A N, Miller R K. Rualitative Analysis of Large-Scale Dynamical Systems. New York: Acadimic, 1977, 15, 57.[9]梁学斌,吴立德.电子学报,将发表.
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