DISQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse

被引:21
作者
Patel, Tirthak [1 ]
Tiwari, Devesh [1 ]
机构
[1] Northeastern Univ, Boston, MA 02115 USA
来源
2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD) | 2020年
关键词
D O I
10.1145/3400302.3415619
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Superconducting quantum computing technology has ushered in a new era of computational possibilities. While a considerable research effort has been geared toward improving the quantum technology and building the software stack to efficiently execute quantum algorithms with reduced error rate, effort toward optimizing how quantum output states are defined and classified for the purpose of reducing the error rate is still limited. To this end, this paper proposes DISQ, a quantum output state classification approach which reduces error rates of quantum programs on NISQ devices.
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页数:9
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共 43 条
[1]  
Aleksandrowicz G., 2019, METHOD PRODUCING HUM
[2]   Quantum supremacy using a programmable superconducting processor [J].
Arute, Frank ;
Arya, Kunal ;
Babbush, Ryan ;
Bacon, Dave ;
Bardin, Joseph C. ;
Barends, Rami ;
Biswas, Rupak ;
Boixo, Sergio ;
Brandao, Fernando G. S. L. ;
Buell, David A. ;
Burkett, Brian ;
Chen, Yu ;
Chen, Zijun ;
Chiaro, Ben ;
Collins, Roberto ;
Courtney, William ;
Dunsworth, Andrew ;
Farhi, Edward ;
Foxen, Brooks ;
Fowler, Austin ;
Gidney, Craig ;
Giustina, Marissa ;
Graff, Rob ;
Guerin, Keith ;
Habegger, Steve ;
Harrigan, Matthew P. ;
Hartmann, Michael J. ;
Ho, Alan ;
Hoffmann, Markus ;
Huang, Trent ;
Humble, Travis S. ;
Isakov, Sergei V. ;
Jeffrey, Evan ;
Jiang, Zhang ;
Kafri, Dvir ;
Kechedzhi, Kostyantyn ;
Kelly, Julian ;
Klimov, Paul V. ;
Knysh, Sergey ;
Korotkov, Alexander ;
Kostritsa, Fedor ;
Landhuis, David ;
Lindmark, Mike ;
Lucero, Erik ;
Lyakh, Dmitry ;
Mandra, Salvatore ;
McClean, Jarrod R. ;
McEwen, Matthew ;
Megrant, Anthony ;
Mi, Xiao .
NATURE, 2019, 574 (7779) :505-+
[3]   QURE: Qubit Re-allocation in Noisy Intermediate-Scale Quantum Computers [J].
Ash-Saki, Abdullah ;
Alam, Mahabubul ;
Ghosh, Swaroop .
PROCEEDINGS OF THE 2019 56TH ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE (DAC), 2019,
[4]  
Bhattacharjee D, 2019, ICCAD-IEEE ACM INT
[5]   Trading Classical and Quantum Computational Resources [J].
Bravyi, Sergey ;
Smith, Graeme ;
Smolin, John A. .
PHYSICAL REVIEW X, 2016, 6 (02)
[6]   Decoherence benchmarking of superconducting qubits [J].
Burnett, Jonathan J. ;
Bengtsson, Andreas ;
Scigliuzzo, Marco ;
Niepce, David ;
Kudra, Marina ;
Delsing, Per ;
Bylander, Jonas .
NPJ QUANTUM INFORMATION, 2019, 5 (1)
[7]  
Butko Anastasiia, 2019, ARXIV PREPRINT ARXIV
[8]  
Capelluto Lauren, 2020, B AM PHYS SOC
[9]   Goals and opportunities in quantum simulation [J].
Cirac, J. Ignacio ;
Zoller, Peter .
NATURE PHYSICS, 2012, 8 (04) :264-266
[10]   A Case for Multi-Programming Quantum Computers [J].
Das, Poulami ;
Tannu, Swamit S. ;
Nair, Prashant J. ;
Qureshi, Moinuddin .
MICRO'52: THE 52ND ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE, 2019, :291-303