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\default_output_format default \output_sync 0 \bibtex_command biber \index_command default \paperfontsize default \spacing onehalf \use_hyperref true \pdf_title "Training Neural Networks With Backpropagation" \pdf_author "Andy Pack" \pdf_subject "EEEM005" \pdf_keywords "EEEM005" \pdf_bookmarks true \pdf_bookmarksnumbered false \pdf_bookmarksopen false \pdf_bookmarksopenlevel 1 \pdf_breaklinks false \pdf_pdfborder true \pdf_colorlinks false \pdf_backref false \pdf_pdfusetitle true \papersize default \use_geometry true \use_package amsmath 1 \use_package amssymb 1 \use_package cancel 1 \use_package esint 1 \use_package mathdots 1 \use_package mathtools 1 \use_package mhchem 1 \use_package stackrel 1 \use_package stmaryrd 1 \use_package undertilde 1 \cite_engine biblatex \cite_engine_type authoryear \biblio_style plain \biblio_options urldate=long \biblatex_bibstyle ieee \biblatex_citestyle ieee \use_bibtopic false \use_indices false \paperorientation portrait \suppress_date true 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\begin_inset VSpace 15pheight% \end_inset \end_layout \begin_layout Standard \align center \begin_inset Graphics filename surrey.png lyxscale 15 width 40col% \end_inset \end_layout \begin_layout Standard \begin_inset VSpace vfill \end_inset \end_layout \begin_layout Standard \noindent \align center EEEM005 \begin_inset Newline newline \end_inset May 2021 \size large \begin_inset Newline newline \end_inset Department of Electrical and Electronic Engineering \begin_inset Newline newline \end_inset Faculty of Engineering and Physical Sciences \begin_inset Newline newline \end_inset University of Surrey \end_layout \begin_layout Standard \begin_inset Newpage newpage \end_inset \end_layout \begin_layout Section* Executive Summary \end_layout \begin_layout Standard Summary here \end_layout \begin_layout Standard \begin_inset Newpage newpage \end_inset \end_layout \begin_layout Standard \begin_inset ERT status open \begin_layout Plain Layout \backslash pagenumbering{roman} \end_layout \end_inset \end_layout \begin_layout Abstract abstract \end_layout \begin_layout Standard \begin_inset CommandInset toc LatexCommand tableofcontents \end_inset \end_layout \begin_layout Standard \begin_inset Newpage pagebreak \end_inset \end_layout \begin_layout Standard \begin_inset FloatList figure \end_inset \end_layout \begin_layout Standard \begin_inset FloatList table \end_inset \end_layout \begin_layout Standard \begin_inset Newpage pagebreak \end_inset \end_layout \begin_layout Right Footer Andy Pack / 6420013 \end_layout \begin_layout Left Footer May 2021 \end_layout \begin_layout Standard \begin_inset ERT status open \begin_layout Plain Layout \backslash pagenumbering{arabic} \end_layout \begin_layout Plain Layout \backslash setcounter{page}{1} \end_layout \end_inset \end_layout \begin_layout Section Introduction \end_layout \begin_layout Section Hidden Nodes & Epochs (Exp 1) \end_layout \begin_layout Section Ensemble Classification (Exp 2) \end_layout \begin_layout Section Optimiser Comparisons (Exp 3) \end_layout \begin_layout Section Overlapping 2D Gaussians (Exp 4) \end_layout \begin_layout Section Conclusions \end_layout \begin_layout Standard \begin_inset Newpage newpage \end_inset \end_layout \begin_layout Standard \begin_inset CommandInset label LatexCommand label name "sec:bibliography" \end_inset \begin_inset CommandInset bibtex LatexCommand bibtex btprint "btPrintCited" bibfiles "references" options "bibtotoc" \end_inset \end_layout \begin_layout Section \start_of_appendix Source Code \end_layout \begin_layout Standard \begin_inset CommandInset include LatexCommand lstinputlisting filename "../nncw.py" lstparams "caption={Formatted Jupyter notebook containing experiment code},label={notebook-code}" \end_inset \end_layout \end_body \end_document