連續(xù)反饋聯(lián)想記憶的吸引域和指數(shù)收斂速度的估計(jì)及其應(yīng)用
ESTIMATION OF ATTRACTION DOMAIN AND EXPONENTIAL CONVERGENCE RATE OF CONTINUOUS FEEDBACK ASSOCIATIVE MEMORY AND ITS APPLICATIONS
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摘要: 估計(jì)了連續(xù)反饋聯(lián)想記憶模式的吸引域及其中每一點(diǎn)趨向記憶模式的指數(shù)收斂速度。這些結(jié)果可用于連續(xù)反饋聯(lián)想記憶網(wǎng)絡(luò)的容錯性能評價(jià)以及綜合過程。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.
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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]梁學(xué)斌,吳立德.電子學(xué)報(bào),將發(fā)表. -
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