Experimental investigation of performance differences between coherent Ising machines and a quantum annealer

Author:

Hamerly Ryan12ORCID,Inagaki Takahiro3ORCID,McMahon Peter L.245ORCID,Venturelli Davide67ORCID,Marandi Alireza48ORCID,Onodera Tatsuhiro4,Ng Edwin4ORCID,Langrock Carsten4ORCID,Inaba Kensuke3ORCID,Honjo Toshimori3ORCID,Enbutsu Koji9ORCID,Umeki Takeshi9ORCID,Kasahara Ryoichi9,Utsunomiya Shoko2ORCID,Kako Satoshi2ORCID,Kawarabayashi Ken-ichi2ORCID,Byer Robert L.4ORCID,Fejer Martin M.4ORCID,Mabuchi Hideo4ORCID,Englund Dirk1ORCID,Rieffel Eleanor6,Takesue Hiroki3ORCID,Yamamoto Yoshihisa410ORCID

Affiliation:

1. Research Laboratory of Electronics, Massachusetts Institute of Technology, 50 Vassar Street, Cambridge, MA 02139, USA.

2. National Institute of Informatics, Hitotsubashi 2-1-2, Chiyoda-ku, Tokyo 101-8403, Japan.

3. NTT Basic Research Laboratories, NTT Corporation, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa 243-0198, Japan.

4. E. L. Ginzton Laboratory, Stanford University, Stanford, CA 94305, USA.

5. School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA.

6. NASA Ames Research Center Quantum Artificial Intelligence Laboratory (QuAIL), Mail Stop 269-1, Moffett Field, CA 94035, USA.

7. USRA Research Institute for Advanced Computer Science (RIACS), 615 National Avenue, Mountain View, CA 94035, USA.

8. California Institute of Technology, Pasadena, CA 91125, USA.

9. NTT Device Technology Laboratories, NTT Corporation, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa 243-0198, Japan.

10. ImPACT Program, Japan Science and Technology Agency, Gobancho 7, Chiyoda-ku, Tokyo 102-0076, Japan.

Abstract

Benchmarking the coherent Ising machine and the D-Wave quantum annealer sheds light on the importance of connectivity.

Funder

National Science Foundation

Stanford University

Intelligence Community Postdoctoral Research Fellowship Program

Japan Science and Technology Agency

NASA Academic Mission Services

Publisher

American Association for the Advancement of Science (AAAS)

Subject

Multidisciplinary

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