NESTANets: Stable, accurate and efficient neural networks for analysis-sparse inverse problems

Maksym Neyra-Nesterenko, Ben Adcock

Solving inverse problems is a fundamental component of science, engineering and mathematics. With the advent of deep learning, deep neural networks have significant potential to ou…