Quantum memristors represent a promising interface between quantum and neuromorphic computing, combining the nonlinear, memory-dependent behavior of classical memristors with the properties of quantum states. An optical quantum memristor can be realized with a vacuum-one-photon qubit entering a tunable beam splitter whose reflectivity is adapted according to the mean number of photons in the device. In this work, we report on the experimental implementation of a bulk quantum-optical memristor, working with single-rail coherent superposition states in the Fock basis, generated via a resonantly excited quantum dot single-photon source. We demonstrate that the coherence of the input state is preserved by the quantum memristor. Moreover, our modular platform allows investigating the nonlinear behavior arising from a cascade of two quantum memristors, a building block for larger networks of such devices toward the realization of complex neuromorphic quantum architectures.

Quantum memristor with vacuum-one-photon qubits / Di Micco, Simone; Polacchi, Beatrice; Giordani, Taira; Sciarrino, Fabio. - In: PHYSICAL REVIEW RESEARCH. - ISSN 2643-1564. - 7:4(2025). [10.1103/4kpy-xfq2]

Quantum memristor with vacuum-one-photon qubits

Simone Di Micco
Co-primo
;
Beatrice Polacchi
Co-primo
;
Taira Giordani
Penultimo
;
Fabio Sciarrino
Ultimo
2025

Abstract

Quantum memristors represent a promising interface between quantum and neuromorphic computing, combining the nonlinear, memory-dependent behavior of classical memristors with the properties of quantum states. An optical quantum memristor can be realized with a vacuum-one-photon qubit entering a tunable beam splitter whose reflectivity is adapted according to the mean number of photons in the device. In this work, we report on the experimental implementation of a bulk quantum-optical memristor, working with single-rail coherent superposition states in the Fock basis, generated via a resonantly excited quantum dot single-photon source. We demonstrate that the coherence of the input state is preserved by the quantum memristor. Moreover, our modular platform allows investigating the nonlinear behavior arising from a cascade of two quantum memristors, a building block for larger networks of such devices toward the realization of complex neuromorphic quantum architectures.
2025
quantum information; quantum machine learning ; quantum dots
01 Pubblicazione su rivista::01a Articolo in rivista
Quantum memristor with vacuum-one-photon qubits / Di Micco, Simone; Polacchi, Beatrice; Giordani, Taira; Sciarrino, Fabio. - In: PHYSICAL REVIEW RESEARCH. - ISSN 2643-1564. - 7:4(2025). [10.1103/4kpy-xfq2]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1753852
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