activity
20182023
most citedQuantum Convolutional Neural Networks

1.5k citations · 1.6k across the 5 of their papers we have counts for

collaborators

5 papers

quant-ph2023★ 3 cited

Robust Hamiltonian Engineering for Interacting Qudit Systems

Hengyun Zhou, Haoyang Gao, Nathaniel T. Leitao +5

We develop a formalism for the robust dynamical decoupling and Hamiltonian engineering of strongly interacting qudit systems. Specifically, we present a geometric formalism that si…

quant-ph2022★ 23 cited

Enhancing Detection of Topological Order by Local Error Correction

Iris Cong, Nishad Maskara, Minh C. Tran +5

The exploration of topologically-ordered states of matter is a long-standing goal at the interface of several subfields of the physical sciences. Such states feature intriguing phy…

quant-ph2021★ 5 cited

Hardware-Efficient, Fault-Tolerant Quantum Computation with Rydberg Atoms

Iris Cong, Harry Levine, Alexander Keesling +3

Neutral atom arrays have recently emerged as a promising platform for quantum information processing. One important remaining roadblock for the large-scale application of these sys…

quant-ph2021★ 63 cited

Many-body quantum teleportation via operator spreading in the traversable wormhole protocol

Thomas Schuster, Bryce Kobrin, Ping Gao +7

By leveraging shared entanglement between a pair of qubits, one can teleport a quantum state from one particle to another. Recent advances have uncovered an intrinsically many-body…

quant-ph2018★ 1.5k cited

Quantum Convolutional Neural Networks

Iris Cong, Soonwon Choi, Mikhail D. Lukin

We introduce and analyze a novel quantum machine learning model motivated by convolutional neural networks. Our quantum convolutional neural network (QCNN) makes use of only $O(\lo…