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<p><a href="softplus__function_8hpp_source.html">Go to the source code of this file.</a></p>
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Classes</h2></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1SoftplusFunction.html">mlpack::ann::SoftplusFunction</a></td></tr>
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<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">The softplus function, defined by. <a href="classmlpack_1_1ann_1_1SoftplusFunction.html#details">More...</a><br /></td></tr>
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<tr class="memdesc:namespacemlpack"><td class="mdescLeft"> </td><td class="mdescRight">Linear algebra utility functions, generally performed on matrices or vectors. <br /></td></tr>
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<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:namespacemlpack_1_1ann"><td class="memItemLeft" align="right" valign="top">  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlpack_1_1ann.html">mlpack::ann</a></td></tr>
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<tr class="memdesc:namespacemlpack_1_1ann"><td class="mdescLeft"> </td><td class="mdescRight">Artificial Neural Network. <br /></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><dl class="section author"><dt>Author</dt><dd>Vivek Pal</dd></dl>
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<p>Definition and implementation of the softplus function as described by Charles Dugas, Yoshua Bengio, Franc¸ois Belisle, Claude Nadeau & Rene Garcia.</p>
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<p>For more information, please see the following paper:</p>
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<div class="fragment"><div class="line">@inproceedings{Dugas2001,</div><div class="line"> author = {Dugas, Charles and Bengio, Yoshua and Belisle, Francois and</div><div class="line"> Nadeau, Claude and Garcia, Rene},</div><div class="line"> title = {Incorporating Second-Order Functional Knowledge <span class="keywordflow">for</span> Better</div><div class="line"> Option Pricing},</div><div class="line"> booktitle = {Advances in Neural Information Processing Systems},</div><div class="line"> year = {2001}</div><div class="line">}</div></div><!-- fragment --><p>mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see <a href="http://www.opensource.org/licenses/BSD-3-Clause">http://www.opensource.org/licenses/BSD-3-Clause</a> for more information. </p>
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<p>Definition in file <a class="el" href="softplus__function_8hpp_source.html">softplus_function.hpp</a>.</p>
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