The universal approximation capabilities of cylindrical approximate identity neural networks
type: Item
instance of: scholarly article
title: The universal approximation capabilities of cylindrical approximate identity neural networks
zbMATH Open document ID: 1390.92015
author: Zarita Zainuddin
author: Saeed Panahian Fard
published in: Arabian Journal for Science and Engineering
publication date: 2018-06-12T00:00:00Z
Mathematics Subject Classification ID: 92B20
zbMATH DE Number: 6886817
zbMATH Keywords: cylindrical approximate identity
zbMATH Keywords: cylindrical convolution
zbMATH Keywords: cylindrical approximate identity neural networks
zbMATH Keywords: epsilon-net
zbMATH Keywords: uniform convergence
zbMATH Keywords: universal approximation
MaRDI profile type: Publication
full work available at URL: s13369-016-2067-9
OpenAlex ID: W2291214490
cites work: Approximation by superpositions of a sigmoidal function
cites work: Multilayer feedforward networks are universal approximators
cites work: Approximation properties of a multilayered feedforward artificial neural network
cites work: Q4938227
cites work: Universal Approximation of Multiple Nonlinear Operators by Neural Networks
cites work: Relaxed conditions for radial-basis function networks to be universal approximators.
cites work: New study on neural networks: the essential order of approximation
cites work: Approximation in weighted \(p\)-mean by RBF networks of Delsarte translates
cites work: On the approximation by neural networks with bounded number of neurons in hidden layers
cites work: Interpolation by neural network operators activated by ramp functions
cites work: Quantum artificial neural networks with applications
cites work: The universal approximation capabilities of double \(2\pi\)-periodic approximate identity neural networks
cites work: Cesàro summability of Fourier orthogonal expansions on the cylinder
cites work: Polynomial approximation and cubature at approximate Fekete and Leja points of the cylinder
cites work: Models for Circular-Linear and Circular-Circular Data Constructed from Circular Distributions Based on Nonnegative Trigonometric Sums
cites work: SWGMM: a semi-wrapped Gaussian mixture model for clustering of circular-linear data
cites work: Some Angular-Linear Distributions and Related Regression Models
cites work: Q5691072
cites work: Q5288955
DOI: 10.1007/S13369-016-2067-9
description: scientific article; zbMATH DE number 6886817