function net = mdnunpak(net, w) %MDNUNPAK Separates weights vector into weight and bias matrices. % % Description % NET = MDNUNPAK(NET, W) takes an mdn network data structure NET and a % weight vector W, and returns a network data structure identical to % the input network, except that the weights in the MLP sub-structure % are set to the corresponding elements of W. % % See also % MDN, MDNPAK, MDNFWD, MDNERR, MDNGRAD % % Copyright (c) Ian T Nabney (1996-2001) % David J Evans (1998) errstring = consist(net, 'mdn'); if ~errstring error(errstring); end if net.nwts ~= length(w) error('Invalid weight vector length') end net.mlp = mlpunpak(net.mlp, w);