articlePhysical review. A/Physical review, AMar 6, 2020GREEN OA

Circuit-centric quantum classifiers

University of KwaZulu-Natal · Microsoft (United States) · +2 more institutions

Indexed inarxivcrossref

Abstract

A machine learning design is developed to train a quantum circuit specialized in solving a classification problem. In addition to discussing the training method and effect of noise, it is shown that the circuits perform reasonably well on classical benchmarks.

Citation impact

994
total citations
FWCI
64.47
Percentile
100%
References
54
Citations per year

Authors

4

Topics & keywords

Keywords
  • Electronic circuit
  • Computer science
  • Quantum circuit
  • Quantum
  • Noise (video)
  • Artificial intelligence
  • Computer engineering
  • Machine learning
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