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diff --git a/sourcecodes/bnt-master/nethelp3.3/demolgd1.htm b/sourcecodes/bnt-master/nethelp3.3/demolgd1.htm new file mode 100644 index 00000000..76c55303 --- /dev/null +++ b/sourcecodes/bnt-master/nethelp3.3/demolgd1.htm @@ -0,0 +1,42 @@ +<html> +<head> +<title> +Netlab Reference Manual demolgd1 +</title> +</head> +<body> +<H1> demolgd1 +</H1> +<h2> +Purpose +</h2> +Demonstrate simple MLP optimisation with on-line gradient descent + +<p><h2> +Synopsis +</h2> +<PRE> +demolgd1</PRE> + + +<p><h2> +Description +</h2> +The problem consists of one input variable <CODE>x</CODE> and one target variable +<CODE>t</CODE> with data generated by sampling <CODE>x</CODE> at equal intervals and then +generating target data by computing <CODE>sin(2*pi*x)</CODE> and adding Gaussian +noise. A 2-layer network with linear outputs is trained by minimizing a +sum-of-squares error function using on-line gradient descent. + +<p><h2> +See Also +</h2> +<CODE><a href="demmlp1.htm">demmlp1</a></CODE>, <CODE><a href="olgd.htm">olgd</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 |