Implementation of a quantum division circuit on noisy intermediate-scale quantum devices using dynamic circuits and approximate computing
Creators
- 1. Department of Electrical and Computer Engineering, Lakehead University, Thunder Bay, P7B 5E1 Ontario, Canada
Description
Contemporary quantum computers with tens to hundreds of physical quantum bits (qubits) are susceptible to quantum noise. As a result, running quantum circuits on these computers is error prone. In particular, deep quantum circuits with a large number of quantum gates and qubits are more likely to fail on quantum computers. In this work, we propose a design for the quantum arithmetic division operation which runs successfully on contemporary quantum computers. A quantum division circuit is needed for realization of quantum algorithms in scientific and image processing applications. While there have been a limited number of prior works on quantum division, none of them can be implemented on quantum computers due to excessive circuit complexity. We propose a different design that exploits dynamic circuits and approximate computing to deploy a quantum division circuit in quantum computers. The dynamic circuit is a new feature in recent quantum computers for midcircuit measurement in hardware. We exploit this feature to reduce the number of qubits and increase the fidelity of quantum division. We also exploit approximate computing to overcome noise in quantum hardware. We carefully tune the scope of approximation in our circuits to offer an acceptable level of accuracy. We run our division circuit on an IBM quantum computer and show that our circuit overcomes quantum noise and generates meaningful results.
Additional details
Identifiers
- DOI
- 10.1103/PhysRevA.109.052601;
- Crossref Funder ID
- 10.13039/501100000038;
Publishing Information
- Journal Title
- Physical Review A
- Journal Volume
- 109
- Journal Issue
- 5
- Journal Page Range
- 12 pgs.
- ISSN
- 1094-1622
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS; S97: MATHEMATICAL METHODS AND COMPUTING;
- Descriptors DEI
- ACCURACY; ALGORITHMS; APPROXIMATIONS; COMPUTERS; DESIGN; ERRORS; GATING CIRCUITS; IMAGE PROCESSING; IMPLEMENTATION; NOISE; QUANTUM COMPUTERS; QUANTUM CRYPTOGRAPHY; QUANTUM MECHANICS; QUANTUM OPTICS; QUBITS
- Descriptors DEC
- CALCULATION METHODS; COMPUTERS; CRYPTOGRAPHY; ELECTRONIC CIRCUITS; INFORMATION; MATHEMATICAL LOGIC; MECHANICS; OPTICS; PROCESSING; QUANTUM INFORMATION
Optional Information
- Copyright
- ©2024 American Physical Society
- Notes
- Contact Email: atoofian@lakeheadu.ca; Record automatically processed
- Funding organization
- Natural Sciences and Engineering Research Council of Canada