K-sparse structured signals

Inferring sparsity: Compressed sensing using generalized restricted Boltzmann machines

In this work, we consider compressed sensing reconstruction from M measurements of K-sparse structured signals which do not possess a writable correlation model. Assuming that a generative statistical model, such as a Boltzmann machine, can be …