Energy Migration Control of Multimodal Emissions in an Er3+-Doped Nanostructure for Information Encryption and Deep-Learning Decoding

被引:87
作者
Song, Yapai [1 ,2 ]
Lu, Mengyang [3 ]
Mandl, Gabrielle A. [4 ,5 ]
Xie, Yao [2 ]
Sun, Guotao [1 ,2 ]
Chen, Jiabo [2 ]
Liu, Xin [6 ,7 ]
Capobianco, John A. [4 ,5 ]
Sun, Lining [1 ,2 ]
机构
[1] Shanghai Univ, Sch Mat Sci & Engn, Shanghai 200444, Peoples R China
[2] Shanghai Univ, Res Ctr Nano Sci & Technol, Coll Sci, Shanghai 200444, Peoples R China
[3] Shanghai Univ, Sch Commun & Informat Engn, Shanghai 200444, Peoples R China
[4] Concordia Univ, Dept Chem & Biochem, Montreal, PQ H4B 1R6, Canada
[5] Concordia Univ, Ctr NanoSci Res, Montreal, PQ H4B 1R6, Canada
[6] Fudan Univ, Acad Engn & Technol, Shanghai 200433, Peoples R China
[7] Fudan Univ, State Key Lab Med Neurobiol, Inst Brain Sci, Shanghai 200433, Peoples R China
基金
加拿大自然科学与工程研究理事会; 中国国家自然科学基金;
关键词
deep learning; information encoding; lanthanide-doped nanocrystals; luminescence; OPTICAL-PROPERTIES; II LUMINESCENCE; IN-VITRO; NANOPARTICLES; EXCITATIONS; TISSUES; DESIGN; SKIN;
D O I
10.1002/anie.202109532
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Modulating the emission wavelengths of materials has always been a primary focus of fluorescence technology. Nanocrystals (NCs) doped with lanthanide ions with rich energy levels can produce a variety of emissions at different excitation wavelengths. However, the control of multimodal emissions of these ions has remained a challenge. Herein, we present a new composition of Er3+-based lanthanide NCs with color-switchable output under irradiation with 980, 808, or 1535 nm light for information security. The variation of excitation wavelengths changes the intensity ratio of visible (Vis)/near-infrared (NIR-II) emissions. Taking advantage of the Vis/NIR-II multimodal emissions of NCs and deep learning, we successfully demonstrated the storage and decoding of visible light information in pork tissue.
引用
收藏
页码:23790 / 23796
页数:7
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