DIFFRACTIVE

作品数：124被引量：285H指数：12
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Unidirectional imaging with partially coherent light
《Advanced Photonics Nexus》2024年第6期67-79,共13页Guangdong Ma Che-Yung Shen Jingxi Li Luzhe Huang Çagatay Isıl Fazil Onuralp Ardic Xilin Yang Yuhang Li Yuntian Wang Md Sadman Sakib Rahman Aydogan Ozcan 
Unidirectional imagers form images of input objects only in one direction,e.g.,from field-of-view(FOV)A to FOV B,while blocking the image formation in the reverse direction,from FOV B to FOV A.Here,we report unidirect...
关键词：partially coherent light diffractive neural networks machine learning optical processors unidirectional imagers 
Teacher-student learning of generative adversarial network-guided diffractive neural networks for visual tracking and imaging
《Advanced Photonics Nexus》2024年第6期87-97,共11页Hang Su Yanping He Baoli Li Haitao Luan Min Gu Xinyuan Fang 
supported by the National Natural Science Foundation of China(Grant Nos.62422509 and 62405188);the Shanghai Natural Science Foundation(Grant No.23ZR1443700);the Shuguang Program of Shanghai Education Development Foundation and Shanghai Municipal Education Commission(Grant No.23SG41);the Young Elite Scientist Sponsorship Program by CAST(Grant No.20220042);the Science and Technology Commission of Shanghai Municipality(Grant No.21DZ1100500);the Shanghai Municipal Science and Technology Major Project,and the Shanghai Frontiers Science Center Program(2021-2025 No.20).
Efficiently tracking and imaging interested moving targets is crucial across various applications,from autonomous systems to surveillance.However,persistent challenges remain in various fields,including environmental ...
关键词：visual tracking diffractive neural network generative adversarial network teacher-student learning event-based camera optical machine learning 
Decision-making and control with diffractive optical networks
《Advanced Photonics Nexus》2024年第4期36-46,共11页Jumin Qiu Shuyuan Xiao Lujun Huang Andrey Miroshnichenko Dejian Zhang Tingting Liu Tianbao Yu 
supported by the National Natural Science Foundation of China(Grant Nos.12064025,12264028,12364045,and 12304420);the Natural Science Foundation of Jiangxi Province(Grant Nos.20212ACB202006,20232BAB201040,and 20232BAB211025);the Shanghai Pujiang Program(Grant No.22PJ1402900);the Australian Research Council Discovery Project(Grant No.DP200101353);the Interdisciplinary Innovation Fund of Nanchang University(Grant No.2019-9166-27060003);the China Scholarship Council(Grant No.202008420045).
The ultimate goal of artificial intelligence(AI)is to mimic the human brain to perform decision-making and control directly from high-dimensional sensory input.Diffractive optical networks(DONs)provide a promising sol...
关键词：diffractive optical networks optical computing deep learning reinforcement learning 
Simultaneous sorting of arbitrary vector structured beams with spin-multiplexed diffractive metasurfaces
《Advanced Photonics Nexus》2024年第3期89-96,共8页Xiaoxin Li Rui Feng Fangkui Sun Yanxia Zhang Qi Jia Donghua Tang Bojian Shi Hang Li Yanyu Gao Wenya Gao Yongyin Cao Weiqiang Ding 
supported by the National Natural Science Foundation of China(Grant No.12274105);the Heilongjiang Natural Science Funds for Distinguished Young Scholars(Grant No.JQ2022A001);the Fundamental Research Funds for the Central Universities(Grant No.HIT.OCEF.2021020);the Joint Guidance Project of the Natural Science Foundation of Heilongjiang Province(Grant No.LH2023A006).
Vector structured beams(VSBs)offer infinite eigenstates and open up new possibilities for highcapacity optical and quantum communications by the multiplexing of the states.Therefore,the sorting and measuring of VSBs a...
关键词：vector structured beams diffractive optical neural networks mode sorting polarization-multiplexed metasurfaces. 
Multimode diffractive optical neural network被引量：2
《Advanced Photonics Nexus》2024年第2期49-58,共10页Run Sun Tingzhao Fu Yuyao Huang Wencan Liu Zhenmin Du Hongwei Chen 
supported by the National Natural Science Foundation of China (Grant No.62135009);the Beijing Municipal Science and Technology Commission,Administrative Commission of Zhongguancun Science Park (Grant No.Z221100005322010).
On-chip diffractive optical neural networks(DONNs)bring the advantages of parallel processing and low energy consumption.However,an accurate representation of the optical field’s evolution in the structure cannot be ...
关键词：optical computing mode multiplexing diffraction optical neural network 
Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks被引量：3
《Advanced Photonics Nexus》2024年第1期76-85,共10页Xilin Yang Md Sadman Sakib Rahman Bijie Bai Jingxi Li Aydogan Ozcan 
support of the U.S.Department of Energy (DOE),Office of Basic Energy Sciences,Division of Materials Sciences and Engineering under Award#DE-SC0023088.
As an optical processor,a diffractive deep neural network(D2NN)utilizes engineered diffractive surfaces designed through machine learning to perform all-optical information processing,completing its tasks at the speed...
关键词：optical computing optical networks machine learning diffractive optical networks diffractive neural networks image encryption 
Advanced all-optical classification using orbitalangular-momentum-encoded diffractive networks被引量：3
《Advanced Photonics Nexus》2023年第6期51-64,共14页Kuo Zhang Kun Liao Haohang Cheng Shuai Feng Xiaoyong Hu 
supported by the National Key Research and Development Program of China(Grant Nos.2021YFB2800604,2021YFB2800302,and 2018YFB2200403);the National Natural Science Foundation of China(Grant Nos.12274478,91950204,and 92150302);the Graduate Research and Practice Projects of Minzu University of China.
As a successful case of combining deep learning with photonics,the research on optical machine learning has recently undergone rapid development.Among various optical classification frameworks,diffractive networks hav...
关键词：diffractive deep neural network deep learning orbital angular momentum multiplexing optical classification 
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