QAOA on Sherrington-Kirkpatrick models shows a peak in nonstabilizerness at intermediate depth followed by a decline toward the solution, a magic barrier that also appears in adiabatic quantum annealing.
Realization of a quantum perceptron gate with trapped ions
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
We report the implementation of a perceptron quantum gate in an ion-trap quantum computer. In this scheme, a perceptron's target qubit changes its state depending on the interactions with several qubits. The target qubit displays a tunable sigmoid switching behaviour becoming a universal approximator when nested with other percetrons. The procedure consists on the adiabatic ramp-down of a dressing-field applied to the target qubit. We also use two successive perceptron quantum gates to implement a XNOR-gate, where the perceptron qubit changes its state only when the parity of two input qubits is even. The applicability can be generalized to higher-dimensional gates as well as the reconstruction of arbitrary bounded continuous functions of the perceptron observables.
citation-role summary
citation-polarity summary
fields
quant-ph 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Role of Nonstabilizerness in Quantum Optimization
QAOA on Sherrington-Kirkpatrick models shows a peak in nonstabilizerness at intermediate depth followed by a decline toward the solution, a magic barrier that also appears in adiabatic quantum annealing.