Neural Networks for Singular Perturbations -- Finite Regularity

F. Rohner, Ch. Schwab, C. Xenophontos

We study finite-element and deep feedforward neural network (DNN for short) expressivity rate bounds for solution sets of a model linear, second order singularly perturbed, ellipti…