Wide Network

\usepackage{neuralnetwork}

\begin{neuralnetwork}[height=5, nodespacing=6mm, layerspacing=15mm]
  \inputlayer[count=5]
  \hiddenlayer[count=6]
  \linklayers
  \outputlayer[count=3]
  \linklayers
\end{neuralnetwork}