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authorNao Pross <np@0hm.ch>2021-07-31 17:30:44 +0200
committerNao Pross <np@0hm.ch>2021-07-31 17:30:44 +0200
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tree12247fbfe674bc7b0f364c19b265ce8bb1059bb3 /buch/papers/multiplikation/presentation/slides/nn.tex
parentFix commas and details in references.bib (diff)
parentMerge pull request #58 from Kuehnee/master (diff)
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+
+\begin{frame}
+ \frametitle{Neural Network}
+ \centering
+\newcommand{\inputnum}{4}
+
+% Hidden layer neurons'number
+\newcommand{\hiddennumA}{5}
+\newcommand{\hiddennumB}{6}
+
+% Output layer neurons'number
+\newcommand{\outputnum}{4}
+
+\begin{tikzpicture}
+
+
+% Input Layer
+\foreach \i in {1,...,\inputnum}
+{
+ \node[circle,
+ minimum size = 6mm,
+ fill=blue!30] (Input-\i) at (0,-\i) {};
+}
+
+% Hidden Layer1
+\foreach \i in {1,...,\hiddennumA}
+{
+ \node[circle,
+ minimum size = 6mm,
+ fill=red!50,
+ yshift=(\hiddennumA-\inputnum)*5 mm
+ ] (Hidden1-\i) at (2.5,-\i) {};
+}
+
+% Hidden Layer2
+\foreach \i in {1,...,\hiddennumB}
+{
+ \node[circle,
+ minimum size = 6mm,
+ fill=red!50,
+ yshift=(\hiddennumB-\inputnum)*5 mm
+ ] (Hidden2-\i) at (5,-\i) {};
+}
+
+% Output Layer
+\foreach \i in {1,...,\outputnum}
+{
+ \node[circle,
+ minimum size = 6mm,
+ fill=green!50,
+ yshift=(\outputnum-\inputnum)*5 mm
+ ] (Output-\i) at (7.5,-\i) {};
+}
+
+% Connect neurons In-Hidden
+\foreach \i in {1,...,\inputnum}
+{
+ \foreach \j in {1,...,\hiddennumA}
+ {
+ \draw[->, shorten >=1pt] (Input-\i) -- (Hidden1-\j);
+ }
+}
+
+% Connect neurons In-Hidden
+\foreach \i in {1,...,\hiddennumA}
+{
+ \foreach \j in {1,...,\hiddennumB}
+ {
+ \draw[->, shorten >=1pt] (Hidden1-\i) -- (Hidden2-\j);
+ }
+}
+
+% Connect neurons Hidden-Out
+\foreach \i in {1,...,\hiddennumB}
+{
+ \foreach \j in {1,...,\outputnum}
+ {
+ \draw[->, shorten >=1pt] (Hidden2-\i) -- (Output-\j);
+ }
+}
+
+% Inputs
+\foreach \i in {1,...,\inputnum}
+{
+ \draw[<-, shorten <=1pt] (Input-\i) -- ++(-1,0)
+ node[left]{\LARGE{$x_{\i}$}};
+}
+
+% Outputs
+\foreach \i in {1,...,\outputnum}
+{
+ \draw[->, shorten <=1pt] (Output-\i) -- ++(1,0)
+ node[right]{\LARGE{$y_{\i}$}};
+}
+
+\end{tikzpicture}
+\end{frame}