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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
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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) 
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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)  
Keyword(1) Deep Neural Network  
Keyword(2) Magneto-Optical Effect  
Keyword(3) Diffraction  
Keyword(4) Garnet  
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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) 

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