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¸ois 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.