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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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<html> <head> <title> Netlab Reference Manual netpak </title> </head> <body> <H1> netpak </H1> <h2> Purpose </h2> Combines weights and biases into one weights vector. <p><h2> Synopsis </h2> <PRE> w = netpak(net) </PRE> <p><h2> Description </h2> <CODE>w = netpak(net)</CODE> takes a network data structure <CODE>net</CODE> and combines the component weight matrices into a single row vector <CODE>w</CODE>. 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 <CODE>mask</CODE> defined as a field in <CODE>net</CODE> by removing any weights that correspond to entries of 0 in the mask. <p><h2> See Also </h2> <CODE><a href="net.htm">net</a></CODE>, <CODE><a href="netunpak.htm">netunpak</a></CODE>, <CODE><a href="netfwd.htm">netfwd</a></CODE>, <CODE><a href="neterr.htm">neterr</a></CODE>, <CODE><a href="netgrad.htm">netgrad</a></CODE><hr> <b>Pages:</b> <a href="index.htm">Index</a> <hr> <p>Copyright (c) Ian T Nabney (1996-9) </body> </html>