Weighted universal approximation of differentiable maps on infinite-dimensional manifolds

Philipp Schmocker, Josef Teichmann

We generalize the universal approximation theorem for functional input neural networks (FNN) to differentiable maps by including the approximation of the derivatives. A FNN maps th…