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LaTeX-examples/publications/activation-functions/main.tex
2018-05-12 09:24:04 +02:00

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\documentclass[technote,a4paper,leqno]{IEEEtran}
\pdfoutput=1
\usepackage[utf8]{inputenc} % this is needed for umlauts
\usepackage[USenglish]{babel} % this is needed for umlauts
\usepackage[T1]{fontenc} % this is needed for correct output of umlauts in pdf
\usepackage{amsmath,amssymb}
\usepackage[table]{xcolor}
\usepackage[absolute,overlay]{textpos}
\usepackage{pgfplots}
\pgfplotsset{compat=1.13}
\usepackage{tikz}
\usetikzlibrary{arrows.meta}
\usetikzlibrary{decorations.pathreplacing}
\usetikzlibrary{positioning}
\usetikzlibrary{decorations.text}
\usetikzlibrary{decorations.pathmorphing}
\usetikzlibrary{shapes.multipart, calc}
\usepackage{csquotes}
\usepackage[binary-units,group-separator={,}]{siunitx}
\sisetup{per-mode=fraction,
binary-units=true,
group-separator = {\,},
range-phrase=-,
detect-weight=true,
detect-family=true}
\DeclareSIUnit\pixel{px}
\DeclareSIUnit\epoch{epoch}
\DeclareSIUnit\float{float}
\DeclareSIUnit\floats{floats}
\usepackage{caption} % nicer captions
\usepackage{url}
\usepackage{breakurl}
\usepackage[raiselinks=true,
bookmarks=true,
bookmarksopenlevel=1,
bookmarksopen=true,
bookmarksnumbered=true,
breaklinks,
hyperindex=true,
plainpages=false,
pdfpagelabels=true,
pdfborder={0 0 0.5}]{hyperref}
\def\UrlBreaks{\do\/\do-}
\usepackage{xspace}
\newcommand*\elide{\textup{[\,\dots]}\xspace}
\usepackage[nameinlink, noabbrev,capitalise]{cleveref}
\title{A review of activation functions for convolutional neural networks}
\author{%
\IEEEauthorblockN{Martin Thoma}\\
\IEEEauthorblockA{E-Mail: info@martin-thoma.de} % ORCID: http://orcid.org/0000-0002-6517-1690
}
\hypersetup{
pdfauthor = {Martin Thoma},
pdfkeywords = {activation functions, review},
pdfsubject = {activation functions},
pdftitle = {A review of activation functions for convolutional neural networks},
}
\usepackage[inline]{enumitem}
\usepackage{longtable}
\usepackage{booktabs} % \toprule
\usepackage{braket} % needed for \Set
\usepackage{algorithm,algpseudocode}
\usepackage[xindy,toc,section=section]{glossaries}
% Make document nicer
\DeclareMathOperator*{\argmin}{arg\,min}
\DeclareMathOperator*{\sech}{sech}
\DeclareMathOperator*{\conv}{conv}
\DeclareMathOperator*{\ReLU}{ReLU}
\DeclareMathOperator*{\StwoReLU}{S2ReLU}
\DeclareMathOperator*{\logistic}{logistic}
\newcommand*\diff{\mathop{}\!\mathrm{d}}
\usepackage{tensor}
\usepackage{parskip}
\usepackage{multirow}
\usepackage{microtype}
\loadglsentries[main]{glossary}
\makeglossaries
% % Variables
% \newcommand{\dbTotalClasses}{369}
% \newcommand{\dbTotalInstances}{\num{168233}}
% \newcommand{\dbName}{HASY}
% \newcommand{\dbNameVersion}{HASYv2}
% \newcommand{\dbSizeMB}{34.6}
% \newcommand{\dbDownloadURL}{\url{https://doi.org/10.5281/zenodo.259444}}
% \newcommand{\dbMDfivesum}{fddf23f36e24b5236f6b3a0880c778e3}
% Start
\begin{document}
\maketitle
\input{abstract}
\input{content}
\bibliographystyle{IEEEtranSA}
\bibliography{bibliography}
\printglossaries%
\input{appendix}
\end{document}