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Hybrid Quantum-inspired Resnet and Densenet for Pattern Recognition with Completeness Analysis
With the contemporary digital technology approaching, deep neural networks are emerging as the foundational algorithm of the artificial intelligence boom.
Quantum Neural Network for Quantum Neural Computing
Neural networks have achieved impressive breakthroughs in both industry and academia.
Automated machine learning for secure key rate in discrete-modulated continuous-variable quantum key distribution
To improve this issue, a neural network model predicting key rates in nearly real time has been proposed previously.
Experimental quantum advantage with quantum coupon collector
The information transmitted by the proposed game also broke the classical limit.
Quantum Neural Network and Soft Quantum Computing
A new paradigm of quantum computing, namely, soft quantum computing, is proposed for nonclassical computation using real world quantum systems with naturally occurring environment-induced decoherence and dissipation.
Source attack of decoy-state quantum key distribution using phase information
Specifically, by implementing a linear-optics unambiguous-state-discrimination measurement, we show that the security of a system without phase randomization --- which is a step assumed in conventional security analyses but sometimes neglected in practice --- can be compromised.
Quantum Physics
