Variational Quantum Unsampling on a Programmable Nanophotonic Processor
Jacques Carolan, Masoud Mosheni, Jonathan P. Olson, Mihika Prabhu, Changchen Chen, Darius Bunandar, Nicholas C. Harris, Franco N. C. Wong, Michael Hochberg, Seth Lloyd, Dirk Englund · Conference on Lasers and Electro-Optics · 2019
We introduce the Variational Quantum Unsampling (VQU) protocol, a nonlinear quantum neural network approach for verification and inference of near-term quantum circuits outputs. We experimentally demonstrate this protocol on a quantum photonic processor.