کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4614878 1339302 2015 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Wiener's tauberian theorems for the Fourier–Bessel transformation and uniform approximation by RBF networks of Delsarte translates
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز ریاضی
پیش نمایش صفحه اول مقاله
Wiener's tauberian theorems for the Fourier–Bessel transformation and uniform approximation by RBF networks of Delsarte translates
چکیده انگلیسی

We prove analogues of the Wiener and Wiener–Pitt tauberian theorems for the Delsarte translation and the Fourier–Bessel transformation. Through similar functional-analytic techniques, we give conditions on the kernel function (or activation function) for the family of radial basis function (RBF) neural networks obtained upon replacing the usual translation by the Delsarte one, with not necessarily the same smoothing factor in all kernel nodes, to have the universal approximation property in a certain space of continuous functions endowed with the uniform norm.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Mathematical Analysis and Applications - Volume 431, Issue 1, 1 November 2015, Pages 482–493
نویسندگان
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