softplus_function.hpp File Reference
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Classes | |
| class | SoftplusFunction |
| The softplus function, defined by. More... | |
Namespaces | |
| mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::ann | |
Artificial Neural Network. | |
Detailed Description
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.