\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/git/src/mlpack/methods/ann/activation\+\_\+functions/softsign\+\_\+function.hpp File Reference}
\label{softsign__function_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/ann/activation\+\_\+functions/softsign\+\_\+function.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/ann/activation\+\_\+functions/softsign\+\_\+function.\+hpp}}
Include dependency graph for softsign\+\_\+function.\+hpp\+:
\nopagebreak
\begin{figure}[H]
\begin{center}
\leavevmode
\includegraphics[width=350pt]{softsign__function_8hpp__incl}
\end{center}
\end{figure}
\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Softsign\+Function}
\begin{DoxyCompactList}\small\item\em The softsign function, defined by. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em Linear algebra utility functions, generally performed on matrices or vectors. \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::ann}
\begin{DoxyCompactList}\small\item\em Artificial Neural Network. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Marcus Edel
\end{DoxyAuthor}
Definition and implementation of the softsign function as described by X. Glorot and Y. Bengio.

For more information, see the following paper.


\begin{DoxyCode}
@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\}
\}
\end{DoxyCode}


mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-\/clause B\+SD license. You should have received a copy of the 3-\/clause B\+SD license along with mlpack. If not, see {\tt http\+://www.\+opensource.\+org/licenses/\+B\+S\+D-\/3-\/\+Clause} for more information.