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comparison toolboxes/FullBNT-1.0.7/nethelp3.3/glmfwd.htm @ 0:e9a9cd732c1e tip
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| author | wolffd |
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| date | Tue, 10 Feb 2015 15:05:51 +0000 |
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| 1 <html> | |
| 2 <head> | |
| 3 <title> | |
| 4 Netlab Reference Manual glmfwd | |
| 5 </title> | |
| 6 </head> | |
| 7 <body> | |
| 8 <H1> glmfwd | |
| 9 </H1> | |
| 10 <h2> | |
| 11 Purpose | |
| 12 </h2> | |
| 13 Forward propagation through generalized linear model. | |
| 14 | |
| 15 <p><h2> | |
| 16 Synopsis | |
| 17 </h2> | |
| 18 <PRE> | |
| 19 y = glmfwd(net, x) | |
| 20 [y, a] = glmfwd(net, x) | |
| 21 </PRE> | |
| 22 | |
| 23 | |
| 24 <p><h2> | |
| 25 Description | |
| 26 </h2> | |
| 27 <CODE>y = glmfwd(net, x)</CODE> takes a generalized linear model | |
| 28 data structure <CODE>net</CODE> together with | |
| 29 a matrix <CODE>x</CODE> of input vectors, and forward propagates the inputs | |
| 30 through the network to generate a matrix <CODE>y</CODE> of output | |
| 31 vectors. Each row of <CODE>x</CODE> corresponds to one input vector and each | |
| 32 row of <CODE>y</CODE> corresponds to one output vector. | |
| 33 | |
| 34 <p><CODE>[y, a] = glmfwd(net, x)</CODE> also returns a matrix <CODE>a</CODE> | |
| 35 giving the summed inputs to each output unit, where each row | |
| 36 corresponds to one pattern. | |
| 37 | |
| 38 <p><h2> | |
| 39 See Also | |
| 40 </h2> | |
| 41 <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> | |
| 42 <b>Pages:</b> | |
| 43 <a href="index.htm">Index</a> | |
| 44 <hr> | |
| 45 <p>Copyright (c) Ian T Nabney (1996-9) | |
| 46 | |
| 47 | |
| 48 </body> | |
| 49 </html> |