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4 October 2023 Quantum hypothesis testing applications: from quantum reading to pattern recognition
Marco Genovese, Giuseppe Ortolano, Ivano Ruo Berchera, Stefano Pirandola, Carmine Napoli, Cillian Harney
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Proceedings Volume PC12692, Quantum Communications and Quantum Imaging XXI; PC1269203 (2023) https://doi.org/10.1117/12.2676784
Event: SPIE Optical Engineering + Applications, 2023, San Diego, California, United States
Abstract
Quantum states of light have been shown to be able to provide an advantage over classical ones in a variety of tasks. Our work shows how practical enhancement can be obtained, using quantum correlations, in the readout of classical information from a digital memory. The quantum advantadge is preserved also in a more complex tasks, namely pattern recognition, highlighting the potential for applications of the techniques proposed.
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Marco Genovese, Giuseppe Ortolano, Ivano Ruo Berchera, Stefano Pirandola, Carmine Napoli, and Cillian Harney "Quantum hypothesis testing applications: from quantum reading to pattern recognition", Proc. SPIE PC12692, Quantum Communications and Quantum Imaging XXI, PC1269203 (4 October 2023); https://doi.org/10.1117/12.2676784
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KEYWORDS
Quantum reading
Pattern recognition
Quantum advantages
Quantum data
Quantum enhanced sensing
Quantum information
Quantum optics experiments
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