Measurement-based quantum computing with a spin ensemble coupled to a stripline cavity [PDF]
, 2012 Recently, a new form of quantum memory was proposed. The storage medium is an ensemble of electron spins, coupled to a stripline cavity and an ancillary readout system.
Benjamin, Simon C. +5 more
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Classification of measurement-based quantum wire in stabilizer PEPS [PDF]
, 2023 We consider a class of translation-invariant 2D tensor network states with a stabilizer symmetry, which we call stabilizer PEPS. The cluster state, GHZ state, and states in the toric code belong to this class.
Herringer, Paul +3 more
core +1 more source
QueenNet: Quantum-Enhanced Neural Network for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingHyperspectral image (HSI) classification is a critical task in the field of remote sensing. Existing deep learning models have made significant progress in HSI classification, but often suffer from parameter redundancy and insufficient noise robustness ...
Qingwang Wang +5 more
doaj +1 more source
On the classification of quantum W-algebras [PDF]
Nuclear Physics B, 1992 28 ...
Bowcock, P., Watts, G
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Quantum Text Encoding for Classification Tasks
2022 IEEE/ACM 7th Symposium on Edge Computing (SEC), 2022 This paper explores text classification on quantum computers. Previous results have achieved perfect accuracy on an artificial dataset of 100 short sentences, but at the unscalable cost of using a qubit for each word. This paper demonstrates that an amplitude encoded feature map combined with a quantum support vector machine can achieve 62% average ...
Aaranya Alexander, Dominic Widdows
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Hybrid Quantum Neural Network Image Anti-Noise Classification Model Combined with Error Mitigation
Applied SciencesIn this study, we present an innovative approach to quantum image classification, specifically designed to mitigate the impact of noise interference.
Naihua Ji +4 more
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Dynamical classification of topological quantum phases [PDF]
Science Bulletin, 2018 14+pages, 8 figures.
Zhang, Lin +3 more
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Hybrid Quantum–Classical Neural Networks for Efficient MNIST Binary Image Classification
MathematicsImage classification is a fundamental task in deep learning, and recent advances in quantum computing have generated significant interest in quantum neural networks.
Deepak Ranga +4 more
doaj +1 more source
Super-quantum nonlocal correlations in quaternionic quantum theory
, 2011 10.1142/S0219749911008052International Journal of Quantum Information961355 ...
MATTHEW MCKAGUE, McKague, M.
core +1 more source
Image Fusion With Quantum Processing for Scene Classification Using the BigEarthNet Dataset
IEEE AccessThis paper presents algorithms, simulations, and results on the use of optical and Synthetic Aperture Radar (SAR) quantum image fusion and machine learning algorithms for radar and remote sensing applications.
Leslie Miller +3 more
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