Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing

Luisa F. Polania, Kenneth E. Barner

This paper proposes a CS scheme that exploits the representational power of restricted Boltzmann machines and deep learning architectures to model the prior distribution of the spa…