Embeddings between Barron spaces with higher order activation functions

Tjeerd Jan Heeringa, Len Spek, Felix Schwenninger +1

The approximation properties of infinitely wide shallow neural networks heavily depend on the choice of the activation function. To understand this influence, we study embeddings b…