43 citations · 124 across the 10 of their papers we have counts for
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quant-ph2021★ 11 cited
Direct implementation of a perceptron in superconducting circuit quantum hardware
Marek Pechal, Federico Roy, Samuel A. Wilkinson +4
The utility of classical neural networks as universal approximators suggests that their quantum analogues could play an important role in quantum generalizations of machine-learnin…
quant-ph2021★ 43 cited
Variational Hamiltonian simulation for translational invariant systems via classical pre-processing
Refik Mansuroglu, Timo Eckstein, Ludwig Nützel +2
The simulation of time evolution of large quantum systems is a classically challenging and in general intractable task, making it a promising application for quantum computation. A…