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diff --git a/sourcecodes/bnt-master/nethelp3.3/mlpfwd.htm b/sourcecodes/bnt-master/nethelp3.3/mlpfwd.htm new file mode 100644 index 00000000..2f2be47a --- /dev/null +++ b/sourcecodes/bnt-master/nethelp3.3/mlpfwd.htm @@ -0,0 +1,52 @@ +<html> +<head> +<title> +Netlab Reference Manual mlpfwd +</title> +</head> +<body> +<H1> mlpfwd +</H1> +<h2> +Purpose +</h2> +Forward propagation through 2-layer network. + +<p><h2> +Synopsis +</h2> +<PRE> +y = mlpfwd(net, x) +[y, z] = mlpfwd(net, x) +[y, z, a] = mlpfwd(net, x) +</PRE> + + +<p><h2> +Description +</h2> +<CODE>y = mlpfwd(net, x)</CODE> takes a network 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, z] = mlpfwd(net, x)</CODE> also generates a matrix <CODE>z</CODE> of the hidden +unit activations where each row corresponds to one pattern. + +<p><CODE>[y, z, a] = mlpfwd(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="mlp.htm">mlp</a></CODE>, <CODE><a href="mlppak.htm">mlppak</a></CODE>, <CODE><a href="mlpunpak.htm">mlpunpak</a></CODE>, <CODE><a href="mlperr.htm">mlperr</a></CODE>, <CODE><a href="mlpbkp.htm">mlpbkp</a></CODE>, <CODE><a href="mlpgrad.htm">mlpgrad</a></CODE><hr> +<b>Pages:</b> +<a href="index.htm">Index</a> +<hr> +<p>Copyright (c) Ian T Nabney (1996-9) + + +</body> +</html> \ No newline at end of file |