1. Quantum-inspired clustering with light
- Author
-
Varga, Miguel, Bermejo, Pablo, Pellicer-Guridi, Rubén, Orús, Román, and Molina-Terriza, Gabriel
- Subjects
Quantum Physics ,Physics - Optics - Abstract
This article introduces a novel approach to perform the simulation of a single qubit quantum algorithm using laser beams. Leveraging the polarization states of photonic qubits, and inspired by variational quantum eigensolvers, we develop a variational quantum algorithm implementing a clustering procedure following the approach proposed by some of us in SciRep 13, 13284 (2023). A key aspect of our research involves the utilization of non-orthogonal states within the photonic domain, harnessing the potential of polarization schemes to reproduce unitary circuits. By mapping these non-orthogonal states into polarization states, we achieve an efficient and versatile quantum information processing unit which serves as a clustering device for a diverse set of datasets., Comment: 5 pages, 5 figures
- Published
- 2024