Title :
Multi-dimensional function estimation based on ridgelet function network
Author_Institution :
Fac. of Sci., Shaanxi Univ. of Sci. & Technol., Xi´´an, China
Abstract :
Based on the flexibility of functional network structure and the superiority of ridgelet estimation singularity of a curve, the method of Multi-dimensional function approximation estimation ridgelet functional network is put forward in this paper. Meanwhile, the validity of ridgelet functional network estimating multidimensional function is proved with theory and Simulation data.
Keywords :
function approximation; neural nets; functional network structure; multidimensional function approximation estimation; multidimensional function estimation; ridgelet estimation singularity; ridgelet function network; ridgelet functional network; simulation data; Artificial neural networks; Equations; Mathematical model; Multi-dimensional function estimation ridgelet functional network; Wavelet analysis;
Conference_Titel :
Cross Strait Quad-Regional Radio Science and Wireless Technology Conference (CSQRWC), 2011
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-9792-8
DOI :
10.1109/CSQRWC.2011.6037291
