softplus_function.hpp File Reference
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Classes

class  SoftplusFunction
 The softplus function, defined by. More...

 

Namespaces

 mlpack
 
.hpp
 
 mlpack::ann
 
Artificial Neural Network.
 

Detailed Description

Author
Vivek Pal

Definition and implementation of the softplus function as described by Charles Dugas, Yoshua Bengio, Franc¬łois Belisle, Claude Nadeau & Rene Garcia.

For more information, please see the following paper:

@inproceedings{Dugas2001,
author = {Dugas, Charles and Bengio, Yoshua and Belisle, Francois and
Nadeau, Claude and Garcia, Rene},
title = {Incorporating Second-Order Functional Knowledge for Better
Option Pricing},
booktitle = {Advances in Neural Information Processing Systems},
year = {2001}
}

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 http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file softplus_function.hpp.