/netlab3.3/nethess.m
http://pmtksupport.googlecode.com/ · MATLAB · 31 lines · 9 code · 5 blank · 17 comment · 1 complexity · a9762b0e3c8770a54ba578970980e0c4 MD5 · raw file
- 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
-
- end