06 Nov 2002
02 Dec 2002)
Pattern analysis toolbox.
function [post, a] = gtmpost(net, data)
%GTMPOST Latent space responsibility for data in a GTM.
% POST = GTMPOST(NET, DATA) takes a GTM structure NET, and computes
% the responsibility at each latent space sample point NET.X for each
% data point in DATA.
% [POST, A] = GTMPOST(NET, DATA) also returns the activations A of the
% GMM NET.GMMNET as computed by GMMPOST.
% See also
% GTM, GTMEM, GTMLMEAN, GMLMODE, GMMPROB
% Copyright (c) Ian T Nabney (1996-2001)
% Check for consistency
errstring = consist(net, 'gtm', data);
net.gmmnet.centres = rbffwd(net.rbfnet, net.X);
[post, a] = gmmpost(net.gmmnet, data);