\chapter{Introduction} \label{ch:introduction} This chapter provides an overview of the thesis... % This gives the reader useful information to understand the problem Verification of neural networks is very important... % This tells the reader the problem your solution addresses However, larger networks can be hard to process... % This tells the reader what you did We show a simple method to simplify big networks... % This tells the reader why what you did is correct We show that our simplification is sound... % This tells the reader the organisation of the thesis, namely what sections are there and what they contain \section{Outline} \label{sec:outline} This section outlines the organization of the thesis: \begin{itemize} \item \textbf{\Cref{ch:background}}: Introduces key concepts to understand the contributions... \begin{itemize} \item \textbf{\Cref{sec:neural-networks}}: Introduces the concepts of neural networks and deep learning... \item \textbf{\Cref{sec:interaction-nets}}: Introduces the interaction net computational model... \item \textbf{\Cref{sec:satisfiability-modulo-theories}}: Introduces SMT solvers... \end{itemize} \item \textbf{\Cref{ch:core}}: Dives deeper into the implementation... \item \textbf{\Cref{ch:related-work}}: Analyzes existing verification approaches... \item \textbf{\Cref{ch:conclusion}}: Summarizes the findings and discusses future work... \end{itemize}