Normalized exponential function ($\frac{e^x}{\sum_ie^{x_i}}$). Takes a vector as an input and outputs a vector in which the highest input values have been pushed towards $1$ and the lowest input values have been pushed towards $0$. The sum of all the elements in the softmaxed vector is $1$ (i.e. normalized).