Deep ReLU networks and high-order finite element methods II: Chebyshev emulation

Joost A. A. Opschoor, Christoph Schwab

We show expression rates and stability in Sobolev norms of deep feedforward ReLU neural networks (NNs) in terms of the number of parameters defining the NN for continuous, piecewis…