Function approximation and nonparametric regression with binary and ternary ReLU networks

Aleksandr Beknazaryan

We show that deep binary ReLU networks and deep sparse ternary ReLU networks can approximate $\beta$-Hölder functions on $[0,1{]}^d$. We also show that deep sparse ternary ReLU networks…