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📄 netpak.htm

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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> andcombines the component weight matrices  into a single rowvector <CODE>w</CODE>. The facility to switch between these tworepresentations for the network parameters is useful, for example, intraining a network by error function minimization, since a singlevector of parameters can be handled by general-purpose optimizationroutines.  This function also takes into account a <CODE>mask</CODE> definedas a field in <CODE>net</CODE> by removing any weights that correspond toentries 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>

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