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first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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+<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>
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