Deep Radial Kernel Networks: Approximating Radially Symmetric Functions with Deep Networks

Brendan McCane, Lech Szymanski

We prove that a particular deep network architecture is more efficient at approximating radially symmetric functions than the best known 2 or 3 layer networks. We use this architec…