A Gallery of Groups · Medium problem

Among the $16$ matrices $\begin{pmatrix}a&b\\c&d\end{pmatrix}$ with entries $a,b,c,d\in\{0,1\}$, how many are invertible mod $2$ (i.e. have $ad-bc\equiv1\pmod2$)?