\section{Concatenate$<$ Input\+Data\+Type, Output\+Data\+Type $>$ Class Template Reference} \label{classmlpack_1_1ann_1_1Concatenate}\index{Concatenate$<$ Input\+Data\+Type, Output\+Data\+Type $>$@{Concatenate$<$ Input\+Data\+Type, Output\+Data\+Type $>$}} Implementation of the \doxyref{Concatenate}{p.}{classmlpack_1_1ann_1_1Concatenate} module class. \subsection*{Public Member Functions} \begin{DoxyCompactItemize} \item \textbf{ Concatenate} () \begin{DoxyCompactList}\small\item\em Create the \doxyref{Concatenate}{p.}{classmlpack_1_1ann_1_1Concatenate} object using the specified number of output units. \end{DoxyCompactList}\item {\footnotesize template$<$typename eT $>$ }\\void \textbf{ Backward} (const arma\+::\+Mat$<$ eT $>$ \&, const arma\+::\+Mat$<$ eT $>$ \&gy, arma\+::\+Mat$<$ eT $>$ \&g) \begin{DoxyCompactList}\small\item\em Ordinary feed backward pass of a neural network, calculating the function f(x) by propagating x backwards trough f. \end{DoxyCompactList}\item Output\+Data\+Type const \& \textbf{ Concat} () const \begin{DoxyCompactList}\small\item\em Get the concat matrix. \end{DoxyCompactList}\item Output\+Data\+Type \& \textbf{ Concat} () \begin{DoxyCompactList}\small\item\em Modify the delta. \end{DoxyCompactList}\item Output\+Data\+Type const \& \textbf{ Delta} () const \begin{DoxyCompactList}\small\item\em Get the delta. \end{DoxyCompactList}\item Output\+Data\+Type \& \textbf{ Delta} () \begin{DoxyCompactList}\small\item\em Modify the delta. \end{DoxyCompactList}\item {\footnotesize template$<$typename eT $>$ }\\void \textbf{ Forward} (const arma\+::\+Mat$<$ eT $>$ \&input, arma\+::\+Mat$<$ eT $>$ \&output) \begin{DoxyCompactList}\small\item\em Ordinary feed forward pass of a neural network, evaluating the function f(x) by propagating the activity forward through f. \end{DoxyCompactList}\item Output\+Data\+Type const \& \textbf{ Output\+Parameter} () const \begin{DoxyCompactList}\small\item\em Get the output parameter. \end{DoxyCompactList}\item Output\+Data\+Type \& \textbf{ Output\+Parameter} () \begin{DoxyCompactList}\small\item\em Modify the output parameter. \end{DoxyCompactList}\item Output\+Data\+Type const \& \textbf{ Parameters} () const \begin{DoxyCompactList}\small\item\em Get the parameters. \end{DoxyCompactList}\item Output\+Data\+Type \& \textbf{ Parameters} () \begin{DoxyCompactList}\small\item\em Modify the parameters. \end{DoxyCompactList}\item {\footnotesize template$<$typename Archive $>$ }\\void \textbf{ serialize} (Archive \&, const unsigned int) \begin{DoxyCompactList}\small\item\em Serialize the layer. \end{DoxyCompactList}\end{DoxyCompactItemize} \subsection{Detailed Description} \subsubsection*{template$<$typename Input\+Data\+Type = arma\+::mat, typename Output\+Data\+Type = arma\+::mat$>$\newline class mlpack\+::ann\+::\+Concatenate$<$ Input\+Data\+Type, Output\+Data\+Type $>$} Implementation of the \doxyref{Concatenate}{p.}{classmlpack_1_1ann_1_1Concatenate} module class. The \doxyref{Concatenate}{p.}{classmlpack_1_1ann_1_1Concatenate} module concatenates a constant given matrix to the incoming data. Note\+: Users need to use the \doxyref{Concat()}{p.}{classmlpack_1_1ann_1_1Concatenate_ab6d00c9e20fe864a635afeee80267c66} function to provide the concat matrix. \begin{DoxyTemplParams}{Template Parameters} {\em Input\+Data\+Type} & Type of the input data (arma\+::colvec, arma\+::mat, arma\+::sp\+\_\+mat or arma\+::cube). \\ \hline {\em Output\+Data\+Type} & Type of the output data (arma\+::colvec, arma\+::mat, arma\+::sp\+\_\+mat or arma\+::cube). \\ \hline \end{DoxyTemplParams} Definition at line 36 of file concatenate.\+hpp. \subsection{Constructor \& Destructor Documentation} \mbox{\label{classmlpack_1_1ann_1_1Concatenate_ab589994946f9646efb33115d53bbb7b3}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Concatenate@{Concatenate}} \index{Concatenate@{Concatenate}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Concatenate()} {\footnotesize\ttfamily \textbf{ Concatenate} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})} Create the \doxyref{Concatenate}{p.}{classmlpack_1_1ann_1_1Concatenate} object using the specified number of output units. \subsection{Member Function Documentation} \mbox{\label{classmlpack_1_1ann_1_1Concatenate_ad9ad1a3bdb0f3fff5c839ed155e4bbf8}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Backward@{Backward}} \index{Backward@{Backward}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Backward()} {\footnotesize\ttfamily void Backward (\begin{DoxyParamCaption}\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{, }\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{gy, }\item[{arma\+::\+Mat$<$ eT $>$ \&}]{g }\end{DoxyParamCaption})} Ordinary feed backward pass of a neural network, calculating the function f(x) by propagating x backwards trough f. Using the results from the feed forward pass. \begin{DoxyParams}{Parameters} {\em $\ast$} & (input) The propagated input activation. \\ \hline {\em gy} & The backpropagated error. \\ \hline {\em g} & The calculated gradient. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1ann_1_1Concatenate_a2a3b8cc991cfeb4c68616ca8542efe99}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Concat@{Concat}} \index{Concat@{Concat}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Concat()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily Output\+Data\+Type const\& \textbf{ Concat} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the concat matrix. Definition at line 84 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_ab6d00c9e20fe864a635afeee80267c66}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Concat@{Concat}} \index{Concat@{Concat}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Concat()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily Output\+Data\+Type\& \textbf{ Concat} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the delta. Definition at line 86 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_a797f7edb44dd081e5e2b3cc316eef6bd}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Delta@{Delta}} \index{Delta@{Delta}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Delta()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily Output\+Data\+Type const\& Delta (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the delta. Definition at line 79 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_ad6601342d560219ce951d554e69e5e87}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Delta@{Delta}} \index{Delta@{Delta}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Delta()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily Output\+Data\+Type\& Delta (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the delta. Definition at line 81 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_a461f849bc638c15bec262dc9c3a58abe}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Forward@{Forward}} \index{Forward@{Forward}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Forward()} {\footnotesize\ttfamily void Forward (\begin{DoxyParamCaption}\item[{const arma\+::\+Mat$<$ eT $>$ \&}]{input, }\item[{arma\+::\+Mat$<$ eT $>$ \&}]{output }\end{DoxyParamCaption})} Ordinary feed forward pass of a neural network, evaluating the function f(x) by propagating the activity forward through f. \begin{DoxyParams}{Parameters} {\em input} & Input data used for evaluating the specified function. \\ \hline {\em output} & Resulting output activation. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1ann_1_1Concatenate_a0ee21c2a36e5abad1e7a9d5dd00849f9}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Output\+Parameter@{Output\+Parameter}} \index{Output\+Parameter@{Output\+Parameter}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Output\+Parameter()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily Output\+Data\+Type const\& Output\+Parameter (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the output parameter. Definition at line 74 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_a21d5f745f02c709625a4ee0907f004a5}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Output\+Parameter@{Output\+Parameter}} \index{Output\+Parameter@{Output\+Parameter}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Output\+Parameter()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily Output\+Data\+Type\& Output\+Parameter (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the output parameter. Definition at line 76 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_aa530552c7ef915c952fbacc77b965c90}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Parameters@{Parameters}} \index{Parameters@{Parameters}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Parameters()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily Output\+Data\+Type const\& Parameters (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the parameters. Definition at line 69 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_a9c5c5900772a689d5a6b59778ec67120}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!Parameters@{Parameters}} \index{Parameters@{Parameters}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{Parameters()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily Output\+Data\+Type\& Parameters (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the parameters. Definition at line 71 of file concatenate.\+hpp. \mbox{\label{classmlpack_1_1ann_1_1Concatenate_aa5b3dd8336182f751ebec27167c22415}} \index{mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}!serialize@{serialize}} \index{serialize@{serialize}!mlpack\+::ann\+::\+Concatenate@{mlpack\+::ann\+::\+Concatenate}} \subsubsection{serialize()} {\footnotesize\ttfamily void serialize (\begin{DoxyParamCaption}\item[{Archive \&}]{, }\item[{const unsigned}]{int }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Serialize the layer. Definition at line 92 of file concatenate.\+hpp. The documentation for this class was generated from the following file\+:\begin{DoxyCompactItemize} \item /var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/ann/layer/\textbf{ concatenate.\+hpp}\end{DoxyCompactItemize}