Approximation bounds for norm constrained deep neural networks

Francesco Paolo Maiale, Anastasiia Trofimova, Arturo De Marinis

This paper studies the approximation capacity of neural networks with an arbitrary activation function and with norm constraint on the weights. Upper and lower bounds on the approx…