softsign_function.hpp File Reference
Include dependency graph for softsign_function.hpp:
Go to the source code of this file.
Classes | |
| class | SoftsignFunction |
| The softsign 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 softsign function as described by X. Glorot and Y. Bengio.
For more information, see the following paper.
@inproceedings{GlorotAISTATS2010,
title={title={Understanding the difficulty of training deep feedforward
neural networks},
author={Glorot, Xavier and Bengio, Yoshua},
booktitle={Proceedings of AISTATS 2010},
year={2010}
}
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 softsign_function.hpp.