| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2017-01-26 15:00 Statistical mechanics of coherent Ising machine -- The case of ferromagnetic and finite loading Hopfield models -- Toru Aonishi (Tokyo Tech.), Kazushi Mimura (Hiroshima City Univ.), Shoko Utsunomiya (NII), Masato Okada (Univ. of Tokyo), Yoshihisa Yamamoto (NII/Stanford Univ.)  NC2016-50 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The coherent Ising machine (CIM) is attracted attention as one of most effective Ising computing architecture for solving large scale optimization problems because of its multi-scalability and high-speed computation ability. There is a big difficulty to implement the Ising computation in the CIM because theories and techniques accumulated on the basis of classical thermodynamic equilibrium Ising spin systems cannot be directly applied to the CIM. We now have to reconstruct these to adapt to the CIM. Here we focus on the ferromagnetic model and the finite loading Hopfield model, which are canonical models having the common mathematical structure with almost all of other Ising computations. We derive macroscopic equations to capture non-equilibrium phase transitions in these models. Statistical mechanical methods developed here become the basis for constructing evaluation methods for other Ising computation models. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | coherent Ising machine / statistical mechanics / ferromagnetic model / Hopfield model / macroscopic equation / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 424, NC2016-50, pp. 13-18, Jan. 2017. | |
| Paper # | NC2016-50 | |
| Date of Issue | 2017-01-19 (NC) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | NC2016-50 |
|
| Conference Information | |
| Committee | NC NLP |
| Conference Date | 2017-01-26 - 2017-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kitakyushu Foundation for the Advanement of Ind. Sci. and Tech. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2017-01-NC-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Statistical mechanics of coherent Ising machine |
| Sub Title (in English) | The case of ferromagnetic and finite loading Hopfield models |
| Keyword(1) | coherent Ising machine |
| Keyword(2) | statistical mechanics |
| Keyword(3) | ferromagnetic model |
| Keyword(4) | Hopfield model |
| Keyword(5) | macroscopic equation |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Toru Aonishi |
| 1st Author's Affiliation | Tokyo Institute of Technology (Tokyo Tech.) |
| 2nd Author's Name | Kazushi Mimura |
| 2nd Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
| 3rd Author's Name | Shoko Utsunomiya |
| 3rd Author's Affiliation | National Institute of Informatics (NII) |
| 4th Author's Name | Masato Okada |
| 4th Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 5th Author's Name | Yoshihisa Yamamoto |
| 5th Author's Affiliation | National Institute of Informatics/Stanford University (NII/Stanford Univ.) |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2017-01-26 15:00:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2016-50 |
| Volume (vol) | vol.116 |
| Number (no) | no.424 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2017-01-19 (NC) |
[Return to Top Page]