WU Dongjun, WANG Shitong, WU Xiaojun. UNIVERSAL APPROXIMATION THEORY OF HIERARCHICAL RADIAL BASIS FUNCTION NETWORKJ. Journal of Computer Research and Development, 1999, 36(11): 1329-1334.
Citation:
WU Dongjun, WANG Shitong, WU Xiaojun. UNIVERSAL APPROXIMATION THEORY OF HIERARCHICAL RADIAL BASIS FUNCTION NETWORKJ. Journal of Computer Research and Development, 1999, 36(11): 1329-1334.
WU Dongjun, WANG Shitong, WU Xiaojun. UNIVERSAL APPROXIMATION THEORY OF HIERARCHICAL RADIAL BASIS FUNCTION NETWORKJ. Journal of Computer Research and Development, 1999, 36(11): 1329-1334.
Citation:
WU Dongjun, WANG Shitong, WU Xiaojun. UNIVERSAL APPROXIMATION THEORY OF HIERARCHICAL RADIAL BASIS FUNCTION NETWORKJ. Journal of Computer Research and Development, 1999, 36(11): 1329-1334.
UNIVERSAL APPROXIMATION THEORY OF HIERARCHICAL RADIAL BASIS FUNCTION NETWORK
In this paper, a new hierarchical radial basis function network HRBFN is presented, and its universal approximation property is proved. HRBFN is very suitable for application domains with hierarchical structures, and therefores has very important theoretical and practical significance.