tanh_exponential_function.hpp File Reference
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Classes

class  TanhExpFunction
 The TanhExp function, defined by. More...

 

Namespaces

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

Detailed Description

Author
Mayank Raj

Definition and implementation of the Tanh exponential function.

For more information see the following paper

@misc{The Institution of Engineering and Technology 2015 ,
title = {TanhExp: A Smooth Activation Function with High Convergence Speed
for Lightweight Neural Networks},
author = {Xinyu Liu and Xiaoguang Di},
year = {2020},
url = {https://arxiv.org/pdf/2003.09855v2.pdf},
eprint = {2003.09855v2},
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 tanh_exponential_function.hpp.