unlimited sampling Neuromorphic Unlimited Sampling A plug-and-play, real time, high-dynamic range acquisition system inverse problems The Role of Data-Fidelity in Inverse Problems Applications in compressed sensing, image deconvolution and FRI signal reconstruction