| Paper Abstract and Keywords |
| Presentation |
2023-10-26 13:00
[Invited Talk]
Development of magneto-optical diffractive deep neural network device
Takayuki Ishibashi, Hotaka Sakaguchi, Jian Zhang, Fatima Chafi Zhara (Nagaoka Univ. Tech.), Hirofumi Nonaka (Aichi Inst. Tech.), Satoshi Sumi, Hiroyuki Awano (Toyota Tech. Inst.N) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We propose a magneto-optical diffractive deep neural network (MO-D2NN). We simulated several MO-D2NNs, each of which consists of five hidden layers made of a magnetic material that contains 100 × 100 magnetic domains with a domain width of 1 m and an interlayer distance of 0.7 mm. Experimental results on a prototype MO-D2NN is also presented in this presentation. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Deep Neural Network / Magneto-Optical Effect / Diffraction / Garnet / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 47, no. 31, MMS2023-38, pp. 1-2, Oct. 2023. |
| Paper # |
MMS2023-38 |
| Date of Issue |
2023-10-19 (MMS) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
IEICE-CPM IEICE-MRIS IEICE-OME MMS |
| Conference Date |
2023-10-26 - 2023-10-27 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
MMS |
| Conference Code |
2023-10-CPM-MRIS-OME-MMS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Development of magneto-optical diffractive deep neural network device |
| Sub Title (in English) |
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| Keyword(1) |
Deep Neural Network |
| Keyword(2) |
Magneto-Optical Effect |
| Keyword(3) |
Diffraction |
| Keyword(4) |
Garnet |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Takayuki Ishibashi |
| 1st Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. Tech.) |
| 2nd Author's Name |
Hotaka Sakaguchi |
| 2nd Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. Tech.) |
| 3rd Author's Name |
Jian Zhang |
| 3rd Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. Tech.) |
| 4th Author's Name |
Fatima Chafi Zhara |
| 4th Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. Tech.) |
| 5th Author's Name |
Hirofumi Nonaka |
| 5th Author's Affiliation |
Aichi Institute of Technology (Aichi Inst. Tech.) |
| 6th Author's Name |
Satoshi Sumi |
| 6th Author's Affiliation |
Toyota Technological Institute (Toyota Tech. Inst.N) |
| 7th Author's Name |
Hiroyuki Awano |
| 7th Author's Affiliation |
Toyota Technological Institute (Toyota Tech. Inst.N) |
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| Speaker |
Author-1 |
| Date Time |
2023-10-26 13:00:00 |
| Presentation Time |
40 minutes |
| Registration for |
MMS |
| Paper # |
MMS2023-38 |
| Volume (vol) |
vol.47 |
| Number (no) |
no.31 |
| Page |
pp.1-2 |
| #Pages |
2 |
| Date of Issue |
2023-10-19 (MMS) |