Mercurial > hg > camir-aes2014
diff toolboxes/FullBNT-1.0.7/netlab3.3/nethess.m @ 0:e9a9cd732c1e tip
first hg version after svn
author | wolffd |
---|---|
date | Tue, 10 Feb 2015 15:05:51 +0000 |
parents | |
children |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/toolboxes/FullBNT-1.0.7/netlab3.3/nethess.m Tue Feb 10 15:05:51 2015 +0000 @@ -0,0 +1,29 @@ +function [h, varargout] = nethess(w, net, x, t, varargin) +%NETHESS Evaluate network Hessian +% +% Description +% +% H = NETHESS(W, NET, X, T) takes a weight vector W and a network data +% structure NET, together with the matrix X of input vectors and the +% matrix T of target vectors, and returns the value of the Hessian +% evaluated at W. +% +% [E, VARARGOUT] = NETHESS(W, NET, X, T, VARARGIN) also returns any +% additional return values from the network Hessian function, and +% passes additional arguments to that function. +% +% See also +% NETERR, NETGRAD, NETOPT +% + +% Copyright (c) Ian T Nabney (1996-2001) + +hess_str = [net.type, 'hess']; + +net = netunpak(net, w); + +[s{1:nargout}] = feval(hess_str, net, x, t, varargin{:}); +h = s{1}; +for i = 2:nargout + varargout{i-1} = s{i}; +end