Recurrent neural network approach to quantum signal: coherent state restoration for continuous-variable quantum key distribution

DOI10.1007/s11128-018-1877-yzbMath1395.81105OpenAlexW2789988339WikidataQ113106629 ScholiaQ113106629MaRDI QIDQ1654138

Kun Hou, Weizhao Lu, Zhengmei Li, Chunhui Huang, Jianfeng Qiu, Liting Shi, Hui-Hui Zhao

Publication date: 7 August 2018

Published in: Quantum Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11128-018-1877-y

zbMATH Keywords

neural networksignal processingCV-QKDinformation identificationRQNN

Mathematics Subject Classification ID

Cryptography (94A60) Signal detection and filtering (aspects of stochastic processes) (60G35) Neural nets applied to problems in time-dependent statistical mechanics (82C32) Quantum information, communication, networks (quantum-theoretic aspects) (81P45) Quantum cryptography (quantum-theoretic aspects) (81P94)

Related Items (5)

Parameter optimization in decoy-state phase-matching quantum key distribution ⋮ Machine learning with neural networks for parameter optimization in twin-field quantum key distribution ⋮ Entanglement-assisted noiseless linear amplification for arbitrary two-photon polarization-time-bin hyperentanglement ⋮ Feasible noiseless linear amplification for single-photon qudit and two-photon hyperentanglement encoded in three degrees of freedom ⋮ Efficient generation protocol for the three-level logical entangled states

Cites Work

• Unnamed Item
• Quantum cryptography: public key distribution and coin tossing
• A recurrent quantum neural network model to describe eye tracking of moving targets
• Maximum likelihood estimation of Gaussian mixture models without matrix operations
• CONTINUOUS-VARIABLE QUANTUM KEY DISTRIBUTION PROTOCOLS WITH EIGHT-STATE DISCRETE MODULATION
• High performance reconciliation for continuous-variable quantum key distribution with LDPC code

This page was built for publication: Recurrent neural network approach to quantum signal: coherent state restoration for continuous-variable quantum key distribution