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author | wolffd |
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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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wolffd@0 | 1 <html> |
wolffd@0 | 2 <head> |
wolffd@0 | 3 <title> |
wolffd@0 | 4 Netlab Reference Manual rbfderiv |
wolffd@0 | 5 </title> |
wolffd@0 | 6 </head> |
wolffd@0 | 7 <body> |
wolffd@0 | 8 <H1> rbfderiv |
wolffd@0 | 9 </H1> |
wolffd@0 | 10 <h2> |
wolffd@0 | 11 Purpose |
wolffd@0 | 12 </h2> |
wolffd@0 | 13 Evaluate derivatives of RBF network outputs with respect to weights. |
wolffd@0 | 14 |
wolffd@0 | 15 <p><h2> |
wolffd@0 | 16 Synopsis |
wolffd@0 | 17 </h2> |
wolffd@0 | 18 <PRE> |
wolffd@0 | 19 g = rbfderiv(net, x)</PRE> |
wolffd@0 | 20 |
wolffd@0 | 21 |
wolffd@0 | 22 <p><h2> |
wolffd@0 | 23 Description |
wolffd@0 | 24 </h2> |
wolffd@0 | 25 <CODE>g = rbfderiv(net, x)</CODE> takes a network data structure <CODE>net</CODE> |
wolffd@0 | 26 and a matrix of input vectors <CODE>x</CODE> and returns a three-index matrix |
wolffd@0 | 27 <CODE>g</CODE> whose <CODE>i</CODE>, <CODE>j</CODE>, <CODE>k</CODE> element contains the |
wolffd@0 | 28 derivative of network output <CODE>k</CODE> with respect to weight or bias |
wolffd@0 | 29 parameter <CODE>j</CODE> for input pattern <CODE>i</CODE>. The ordering of the |
wolffd@0 | 30 weight and bias parameters is defined by <CODE>rbfunpak</CODE>. This |
wolffd@0 | 31 function also takes into account any mask in the network data structure. |
wolffd@0 | 32 |
wolffd@0 | 33 <p><h2> |
wolffd@0 | 34 See Also |
wolffd@0 | 35 </h2> |
wolffd@0 | 36 <CODE><a href="rbf.htm">rbf</a></CODE>, <CODE><a href="rbfpak.htm">rbfpak</a></CODE>, <CODE><a href="rbfgrad.htm">rbfgrad</a></CODE>, <CODE><a href="rbfbkp.htm">rbfbkp</a></CODE><hr> |
wolffd@0 | 37 <b>Pages:</b> |
wolffd@0 | 38 <a href="index.htm">Index</a> |
wolffd@0 | 39 <hr> |
wolffd@0 | 40 <p>Copyright (c) Ian T Nabney (1996-9) |
wolffd@0 | 41 |
wolffd@0 | 42 |
wolffd@0 | 43 </body> |
wolffd@0 | 44 </html> |