blob: 03d9bd58b7bb6cb692f031f581545400033ab356 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
|
function w = netpak(net)
%NETPAK Combines weights and biases into one weights vector.
%
% Description
% W = NETPAK(NET) takes a network data structure NET and combines the
% component weight matrices into a single row vector W. The facility
% to switch between these two representations for the network
% parameters is useful, for example, in training a network by error
% function minimization, since a single vector of parameters can be
% handled by general-purpose optimization routines. This function also
% takes into account a MASK defined as a field in NET by removing any
% weights that correspond to entries of 0 in the mask.
%
% See also
% NET, NETUNPAK, NETFWD, NETERR, NETGRAD
%
% Copyright (c) Ian T Nabney (1996-2001)
pakstr = [net.type, 'pak'];
w = feval(pakstr, net);
% Return masked subset of weights
if (isfield(net, 'mask'))
w = w(logical(net.mask));
end
|
