silu_function.hpp File Reference
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class  SILUFunction
 The SILU function, defined by. More...



Linear algebra utility functions, generally performed on matrices or vectors.
Artificial Neural Network.

Detailed Description

Fawwaz Mayda

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 = {},
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 for more information.

Definition in file silu_function.hpp.