An FPGA-based quantum circuit emulation framework using heisenberg representation
While physical realization of practical large-scale quantum computers is still ongoing, theoretical research of quantum computing applications is facilitated on classical computing platforms through simulation and emulation methods. Nevertheless, the exponential increase in resource requirement with...
Main Authors: | , , |
---|---|
Format: | Article |
Published: |
World Scientific Publishing Co. Pte Ltd
2018
|
Subjects: |
_version_ | 1796864299307630592 |
---|---|
author | Lee, Yee Hui Hani, M. Khalil Marsono, M. N. |
author_facet | Lee, Yee Hui Hani, M. Khalil Marsono, M. N. |
author_sort | Lee, Yee Hui |
collection | ePrints |
description | While physical realization of practical large-scale quantum computers is still ongoing, theoretical research of quantum computing applications is facilitated on classical computing platforms through simulation and emulation methods. Nevertheless, the exponential increase in resource requirement with the increase in the number of qubits is an inherent issue in classical modeling of quantum systems. In the effort to alleviate the critical scalability issue in existing FPGA emulation works, a novel FPGA-based quantum circuit emulation framework based on Heisenberg representation is proposed in this paper. Unlike previous works that are restricted to the emulations of quantum circuits of small qubit sizes, the proposed FPGA emulation framework can scale-up to 120-qubit on Altera Stratix IV FPGA for the stabilizer circuit case study while providing notable speed-up over the equivalent simulation model. |
first_indexed | 2024-03-05T20:39:47Z |
format | Article |
id | utm.eprints-86720 |
institution | Universiti Teknologi Malaysia - ePrints |
last_indexed | 2024-03-05T20:39:47Z |
publishDate | 2018 |
publisher | World Scientific Publishing Co. Pte Ltd |
record_format | dspace |
spelling | utm.eprints-867202020-09-30T09:04:57Z http://eprints.utm.my/86720/ An FPGA-based quantum circuit emulation framework using heisenberg representation Lee, Yee Hui Hani, M. Khalil Marsono, M. N. TK Electrical engineering. Electronics Nuclear engineering While physical realization of practical large-scale quantum computers is still ongoing, theoretical research of quantum computing applications is facilitated on classical computing platforms through simulation and emulation methods. Nevertheless, the exponential increase in resource requirement with the increase in the number of qubits is an inherent issue in classical modeling of quantum systems. In the effort to alleviate the critical scalability issue in existing FPGA emulation works, a novel FPGA-based quantum circuit emulation framework based on Heisenberg representation is proposed in this paper. Unlike previous works that are restricted to the emulations of quantum circuits of small qubit sizes, the proposed FPGA emulation framework can scale-up to 120-qubit on Altera Stratix IV FPGA for the stabilizer circuit case study while providing notable speed-up over the equivalent simulation model. World Scientific Publishing Co. Pte Ltd 2018-09-01 Article PeerReviewed Lee, Yee Hui and Hani, M. Khalil and Marsono, M. N. (2018) An FPGA-based quantum circuit emulation framework using heisenberg representation. International Journal of Quantum Information, 16 (6). p. 1850052. ISSN 0219-7499 http://dx.doi.org/10.1142/S0219749918500521 DOI:10.1142/S0219749918500521 |
spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Lee, Yee Hui Hani, M. Khalil Marsono, M. N. An FPGA-based quantum circuit emulation framework using heisenberg representation |
title | An FPGA-based quantum circuit emulation framework using heisenberg representation |
title_full | An FPGA-based quantum circuit emulation framework using heisenberg representation |
title_fullStr | An FPGA-based quantum circuit emulation framework using heisenberg representation |
title_full_unstemmed | An FPGA-based quantum circuit emulation framework using heisenberg representation |
title_short | An FPGA-based quantum circuit emulation framework using heisenberg representation |
title_sort | fpga based quantum circuit emulation framework using heisenberg representation |
topic | TK Electrical engineering. Electronics Nuclear engineering |
work_keys_str_mv | AT leeyeehui anfpgabasedquantumcircuitemulationframeworkusingheisenbergrepresentation AT hanimkhalil anfpgabasedquantumcircuitemulationframeworkusingheisenbergrepresentation AT marsonomn anfpgabasedquantumcircuitemulationframeworkusingheisenbergrepresentation AT leeyeehui fpgabasedquantumcircuitemulationframeworkusingheisenbergrepresentation AT hanimkhalil fpgabasedquantumcircuitemulationframeworkusingheisenbergrepresentation AT marsonomn fpgabasedquantumcircuitemulationframeworkusingheisenbergrepresentation |