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Realization of a quantum perceptron gate with trapped ions

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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.

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representative citing papers

Role of Nonstabilizerness in Quantum Optimization

quant-ph · 2025-05-22 · conditional · novelty 6.0

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.

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  • Role of Nonstabilizerness in Quantum Optimization quant-ph · 2025-05-22 · conditional · none · ref 104 · internal anchor

    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.