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期刊论文
Convergence Properties Analysis of Gradient Neurak Network for Solving Online Linear Equations
ACTA AUTOMATICA SINICA Vol.35, No. 8 Aygust, 2009，-0001，（）：
A gradient neural network (CNN) for solving online a set of simultancous linsr equations is gencralized and investigated in this paper. Instead if the carlier-prcesented asymptotical convergence, global exponontial convergence could be proved for such a class of ncural networks, In addition, superior convergcnce could be achicved using power-sigmoid avtivation-funcitionsm, compared with tiing lincar activation-functions Computer-simulation results substantiate further the above analysis and efficacy of such neural network.
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