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Radial Basis Function Network

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Radial Basis Function Network

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19 Nov 2008 (Updated )

Simulates and trains Gaussian and polyharmonic spline radial basis function networks.

[Y_int Phi_int]=rbfn_integral(Xc,X1,X2,W,k_i,basisfunction)
function [Y_int Phi_int]=rbfn_integral(Xc,X1,X2,W,k_i,basisfunction)
%calculates a line integral between X1 [x y] and X2 for a radial basis
%function with center Xc and prescaler k_i
%basis function may be 'gaussian' or 'polyharmonicspline'
%see rbf_integral for more

%
%Copyright (c) 2009, Travis Wiens
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%modification, are permitted provided that the following conditions are 
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if nargin<6
    basisfunction='gaussian';
end


Phi_int=rbf_integral(Xc,X1,X2,k_i,basisfunction);

Y_int=Phi_int*W;

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