IEEE

Evaluating Radial Basis Function Kernel on OpenCL FPGA Platform

Abstract: Field-programmable gate arrays (FPGAs) are becoming a promising heterogeneous computing component for scientific computing when floating-point optimized architectures are added to the ...
IEEE

On Performing Classification Using SVM with Radial Basis and Polynomial Kernel Functions

Abstract: Support Vector Machines, a new generation learning system based on recent advances in statistical learning theory deliver state-of-the-art performance in real-world applications such as text ...
GitHub

Radial Basis Function Neural Network (RBF-NN) Implementation

This project implements a Radial Basis Function Neural Network with Gaussian kernel function and constant spread function. The implementation uses all points in the input as centers for the Radial ...
GitHub

Commparing support vector machine vs. Radial basis function on the MNIST dataset

The algorithms learns a training set of MISIT (the hand written digit database) per algorithm and makes predictions of new set of digit (test set). The MINSIT databse got digits from 0 to 9 The ...
EurekAlert!

Radial source function approaches for large-scale wave propagation

The book "Radial Basis Function Methods For Large-Scale Wave Propagation", details the development of techniques and ideas from the radial basis function. It begins with a mathematical description of ...
Visual Studio Magazine

How to Create a Radial Basis Function Network Using C#

Dr. James McCaffrey of Microsoft Research explains how to design a radial basis function (RBF) network -- a software system similar to a single hidden layer neural network -- and describes how an RBF ...
Scientific Research Publishing

Ding, X., Liu, J., Yang, F. and Cao, J. (2021) Random Radial Basis Function Kernel-Based Support Vector Machine. Journal of the Franklin Institute, 358, 10121-10140.

ABSTRACT: The advent of the internet, as we all know, has brought about a significant change in human interaction and business operations around the world; yet, this evolution has also been marked by ...