wolffd@0: function [post, a] = gtmpost(net, data)
wolffd@0: %GTMPOST Latent space responsibility for data in a GTM.
wolffd@0: %
wolffd@0: %	Description
wolffd@0: %	 POST = GTMPOST(NET, DATA) takes a GTM structure NET, and computes
wolffd@0: %	the  responsibility at each latent space sample point NET.X for each
wolffd@0: %	data point in DATA.
wolffd@0: %
wolffd@0: %	[POST, A] = GTMPOST(NET, DATA) also returns the activations A of the
wolffd@0: %	GMM NET.GMMNET as computed by GMMPOST.
wolffd@0: %
wolffd@0: %	See also
wolffd@0: %	GTM, GTMEM, GTMLMEAN, GMLMODE, GMMPROB
wolffd@0: %
wolffd@0: 
wolffd@0: %	Copyright (c) Ian T Nabney (1996-2001)
wolffd@0: 
wolffd@0: % Check for consistency
wolffd@0: errstring = consist(net, 'gtm', data);
wolffd@0: if ~isempty(errstring)
wolffd@0:   error(errstring);
wolffd@0: end
wolffd@0: 
wolffd@0: net.gmmnet.centres = rbffwd(net.rbfnet, net.X);
wolffd@0: 
wolffd@0: [post, a] = gmmpost(net.gmmnet, data);