连续反馈联想记忆的吸引域和指数收敛速度的估计及其应用
ESTIMATION OF ATTRACTION DOMAIN AND EXPONENTIAL CONVERGENCE RATE OF CONTINUOUS FEEDBACK ASSOCIATIVE MEMORY AND ITS APPLICATIONS
-
摘要: 估计了连续反馈联想记忆模式的吸引域及其中每一点趋向记忆模式的指数收敛速度。这些结果可用于连续反馈联想记忆网络的容错性能评价以及综合过程。Abstract: 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.
-
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. -
计量
- 文章访问数: 2062
- HTML全文浏览量: 114
- PDF下载量: 435
- 被引次数: 0
下载:
