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