silu_function.hpp File Reference
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Classes | |
| class | SILUFunction |
| The SILU 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 Sigmoid Weighted Linear Unit function (SILU).
For more information see the following paper
@misc{elfwing2017sigmoidweighted ,
title = {Sigmoid-Weighted Linear Units for Neural Network Function
Approximation in Reinforcement Learning},
author = {Stefan Elfwing and Eiji Uchibe and Kenji Doya},
year = {2017},
url = {https://arxiv.org/pdf/1702.03118.pdf},
eprint = {1702.03118},
archivePrefix = {arXiv},
primaryClass = {cs.LG} }
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 silu_function.hpp.