Quantum-Assisted Cluster Analysis on a Quantum Annealing Device

Quantum-Assisted Cluster Analysis on a Quantum Annealing Device

We present an algorithm for quantum-assisted cluster analysis that makes use of the topological properties of a D-Wave 2000Q quantum processing unit. Clustering is a form of unsupervised machine learning, where instances are organized into groups whose members share similarities. The assignments are...

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Bibliographic Details
Main Authors: Florian Neukart, David Von Dollen, Christian Seidel
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Physics
Subjects:
quantum computing
machine learning
quantum physics
clustering
quantum algorithms
quantum-assisted
Online Access:https://www.frontiersin.org/article/10.3389/fphy.2018.00055/full

Internet

https://www.frontiersin.org/article/10.3389/fphy.2018.00055/full

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