PCA-RBF 源代码

%test the rbf network %============== %============== clc; input=[0 0 1 1;0 1 0 1] A=simurb(input,W1,B1,W2,B2); output=r…

function ker = rbf(arg) if nargin == 0 % this is the default constructor ker.gamma = 1; ker = c…

%example32 %============== % 例3.2 RBF 异或 %============== P=[0 0 1 1; 0 1 0 1]; T1=[0 1 1 0]; disp_freq=str2num(disp_…

function b=maxdistance(c) %方差的学习 %c为中心 %b为方差 [ni,m]=size(c); %m为RBF中心的个数 d=zeros(1,m); for j=1:m p=c(:,j)*ones(1,m); …

%RBNC Radial basis function neural network classifier % % W = RBNC(A,UNITS) % % INPUT % A Dataset % UNITS Number of …

function net = gtm(dim_latent, nlatent, dim_data, ncentres, rbfunc, ... prior) %GTM Create a Generative Topographic Map. % …

function w = rbfpak(net) %RBFPAK Combines all the parameters in an RBF network into one weights vector. % % Description % W = …

%DEMRBF1 Demonstrate simple regression using a radial basis function network. % % Description % The problem consists of one inp…

%RBNC Radial basis function neural network classifier % % W = RBNC(A,UNITS) % % INPUT % A Dataset % UNITS Number of …

function compilemex(ker) % COMPILMEX - compile all mex files implementing methods for class @rbf % % File : @rbf/com…