Emulation of high-performance correlation-based quantum clustering algorithm for two-dimensional data on FPGA

DOI10.1007/S11128-020-02683-9OpenAlexW3021612909MaRDI QIDQ2677253

Yanyan Li

Publication date: 13 January 2023

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

Full work available at URL: https://doi.org/10.1007/s11128-020-02683-9

zbMATH Keywords

correlationclusteringquantumFPGA\(k\)-meansqubit

Mathematics Subject Classification ID

Quantum computation (81P68)

Related Items (1)

Highly optimized quantum circuits synthesized via data-flow engines

Uses Software

• Xilinx
• k-means++
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Cites Work

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• Quantum mechanical Hamiltonian models of Turing machines
• Quantum speed-up for unsupervised learning
• A fast \(k\)-means clustering algorithm using cluster center displacement
• Fast quantum modular exponentiation
• Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer
• An FPGA-based quantum circuit emulation framework using heisenberg representation

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