Pointwise convergence of Fourier series and deep neural network for the indicator function of d-dimensional ball

Ryota Kawasumi, Tsuyoshi Yoneda

In this paper, we clarify the crucial difference between a deep neural network and the Fourier series. For the multiple Fourier series of periodization of some radial functions on…