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
4Topics & keywords
Topics
Keywords
- Electronic circuit
- Computer science
- Quantum circuit
- Quantum
- Noise (video)
- Artificial intelligence
- Computer engineering
- Machine learning
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