| Presentation | 2019-12-06 Implementation of an FPGA-based energy-efficient MCMC method for 2D Lenz-Ising model Patrick Tchicali, Hayaru Shouno, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | MCMC methods are arguably one of the most useful sampling methods. MCMC while being very useful and practical remains a very costly tool to use. Recently, many researchers are focusing on improving the efficiency of MCMC methods. In this research, by implementing a very simple MCMC method on FPGA, we demonstrate that FPGA-based MCMC algorithm is efficient as compared to CPU implementations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | FPGA / MCMC method / Lenz-Ising model / random number generator |
| Paper # | MBE2019-54,NC2019-45 |
| Date of Issue | 2019-11-29 (MBE, NC) |
| Conference Information | |
| Committee | NC / MBE |
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| Conference Date | 2019/12/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toyohashi Tech |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hayaru Shouno(UEC) / Taishin Nomura(Osaka Univ.) |
| Vice Chair | Kazuyuki Samejima(Tamagawa Univ) / Takashi Watanabe(Tohoku Univ.) |
| Secretary | Kazuyuki Samejima(NAIST) / Takashi Watanabe(NTT) |
| Assistant | Takashi Shinozaki(NICT) / Ken Takiyama(TUAT) / Yasuyuki Suzuki(Osaka Univ.) / Akihiro Karashima(Tohoku Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on ME and Bio Cybernetics |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Implementation of an FPGA-based energy-efficient MCMC method for 2D Lenz-Ising model |
| Sub Title (in English) | |
| Keyword(1) | FPGA |
| Keyword(2) | MCMC method |
| Keyword(3) | Lenz-Ising model |
| Keyword(4) | random number generator |
| 1st Author's Name | Patrick Tchicali |
| 1st Author's Affiliation | University of Electro-COmmunications, Tokyo(UEC) |
| 2nd Author's Name | Hayaru Shouno |
| 2nd Author's Affiliation | University of Electro-COmmunications, Tokyo(UEC) |
| Date | 2019-12-06 |
| Paper # | MBE2019-54,NC2019-45 |
| Volume (vol) | vol.119 |
| Number (no) | MBE-327,NC-328 |
| Page | pp.pp.55-60(MBE), pp.55-60(NC), |
| #Pages | 6 |
| Date of Issue | 2019-11-29 (MBE, NC) |