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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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<html> <head> <title> Netlab Reference Manual glmfwd </title> </head> <body> <H1> glmfwd </H1> <h2> Purpose </h2> Forward propagation through generalized linear model. <p><h2> Synopsis </h2> <PRE> y = glmfwd(net, x) [y, a] = glmfwd(net, x) </PRE> <p><h2> Description </h2> <CODE>y = glmfwd(net, x)</CODE> takes a generalized linear model data structure <CODE>net</CODE> together with a matrix <CODE>x</CODE> of input vectors, and forward propagates the inputs through the network to generate a matrix <CODE>y</CODE> of output vectors. Each row of <CODE>x</CODE> corresponds to one input vector and each row of <CODE>y</CODE> corresponds to one output vector. <p><CODE>[y, a] = glmfwd(net, x)</CODE> also returns a matrix <CODE>a</CODE> giving the summed inputs to each output unit, where each row corresponds to one pattern. <p><h2> See Also </h2> <CODE><a href="glm.htm">glm</a></CODE>, <CODE><a href="glmpak.htm">glmpak</a></CODE>, <CODE><a href="glmunpak.htm">glmunpak</a></CODE>, <CODE><a href="glmerr.htm">glmerr</a></CODE>, <CODE><a href="glmgrad.htm">glmgrad</a></CODE><hr> <b>Pages:</b> <a href="index.htm">Index</a> <hr> <p>Copyright (c) Ian T Nabney (1996-9) </body> </html>