Improved handwritten digit recognition using quantum \(K\)-nearest neighbor algorithm

DOI10.1007/s10773-019-04124-5zbMath1433.81059OpenAlexW2943027572WikidataQ127944011 ScholiaQ127944011MaRDI QIDQ2322121

Kaibin Tian, Yixin Zhu, Rui-jin Wang, Daniel Adu-Gyamfi, Dong-fen Li, Yuxiang Wang

Publication date: 3 September 2019

Published in: International Journal of Theoretical Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10773-019-04124-5

zbMATH Keywords

quantum computingK-nearest neighborhandwritten numeral recognition

Mathematics Subject Classification ID

Quantum computation (81P68) Quantum information, communication, networks (quantum-theoretic aspects) (81P45)

Related Items (4)

QBoost for regression problems: solving partial differential equations ⋮ Cryptosystem for grid data based on quantum convolutional neural networks and quantum chaotic map ⋮ Quantum algorithm for K-nearest neighbors classification based on the categorical tensor network states ⋮ Quantum K-nearest-neighbor image classification algorithm based on K-L transform

Cites Work

• Quantum arithmetic with the quantum Fourier transform
• Support-vector networks
• Quantum adiabatic machine learning
• A quantum speedup in machine learning: finding anN-bit Boolean function for a classification
• Learning Deep Architectures for AI
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