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Martin Thoma 2014-08-25 13:26:18 -04:00
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presentations/Bachelor-Short/LaTeX/neural-nets.tex
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\textbf{Preprocessing:} Scaling, shifting and linear interpolation\\
\textbf{Features:} Coordinates of 80 points (4 strokes with 20 points each)\\
\textbf{Learning:} MLP, 300 epochs, LR of 0.1
\begin{itemize}
\item[] \textit{toplogy \tabto{6cm} error in training time}
\item 160:500:369 \tabto{6cm} 30.62 \% in \hphantom{0}9min 08s
\item 160:500:500:369 \tabto{6cm} 27.73 \% in 11min 49s
\item 160:500:500:500:369 \tabto{6cm} 34.79 \% in 14min 09s
\item 160:500:500:500:500:369 \tabto{6cm} 33.61 \% in 14min 06s
\end{itemize}
\begin{table}[h]
\begin{tabular}{lrl}
\toprule
Topology & Error & Training time \\ \midrule
160:500:369 & 30.62 \% & \hphantom{0}9min 08s \\
160:500:500:369 & 27.73 \% & 11min 49s \\
160:500:500:500:369 & 34.79 \% & 14min 09s \\
160:500:500:500:500:369 & 33.61 \% & 14min 06s \\
\bottomrule
\end{tabular}
\end{table}
\end{frame}
\begin{frame}[fragile]{Examples of confusable symbols}