Realizing quantum convolutional neural networks on a superconducting quantum processor to recognize quantum phases.

Autor: Herrmann J; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland. johannes.herrmann@phys.ethz.ch., Llima SM; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Remm A; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Zapletal P; Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany., McMahon NA; Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany., Scarato C; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Swiadek F; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Andersen CK; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Hellings C; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Krinner S; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Lacroix N; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Lazar S; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Kerschbaum M; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Zanuz DC; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Norris GJ; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland., Hartmann MJ; Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany., Wallraff A; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland.; Quantum Center, ETH Zurich, CH-8093, Zurich, Switzerland., Eichler C; Department of Physics, ETH Zurich, CH-8093, Zurich, Switzerland. eichlerc@phys.ethz.ch.

Publikováno v: Nature communications [Nat Commun] 2022 Jul 16; Vol. 13 (1), pp. 4144. Date of Electronic Publication: 2022 Jul 16.