\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/3.3.1/src/mlpack/methods/ann/init\+\_\+rules/oivs\+\_\+init.hpp File Reference}
\label{oivs__init_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+1/src/mlpack/methods/ann/init\+\_\+rules/oivs\+\_\+init.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+1/src/mlpack/methods/ann/init\+\_\+rules/oivs\+\_\+init.\+hpp}}
Include dependency graph for oivs\+\_\+init.\+hpp\+:
\nopagebreak
\begin{figure}[H]
\begin{center}
\leavevmode
\includegraphics[width=350pt]{oivs__init_8hpp__incl}
\end{center}
\end{figure}
\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Oivs\+Initialization$<$ Activation\+Function $>$}
\begin{DoxyCompactList}\small\item\em This class is used to initialize the weight matrix with the oivs method. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em strip\+\_\+type.\+hpp \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 Optimal Initial Value Setting method (O\+I\+VS). This initialization rule is based on geometrical considerations as described by H. Shimodaira.

For more information, see the following paper.


\begin{DoxyCode}
@inproceedings\{ShimodairaICTAI1994,
  title=\{A weight value initialization method \textcolor{keywordflow}{for} improving learning
  performance of the backpropagation algorithm in neural networks\},
  author=\{Shimodaira, H.\},
  booktitle=\{Tools with Artificial Intelligence, 1994. Proceedings.,
  Sixth International Conference on\},
  year=\{1994\}
\}
\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.