English: A simple neural network with two input units directly connected to one output unit. The inputs to the input units are ${\displaystyle x_{1}}$ and ${\displaystyle x_{2}}$. The weights between the input units and the output unit are ${\displaystyle w_{1}}$ and ${\displaystyle w_{2}}$. The output of the output unit is ${\displaystyle y}$.