High-speed time series prediction and classification on an all-optical neural network

被引:0
作者
Jha, Aashu [1 ]
Huang, Chaoran [1 ,2 ]
Peng, Hsuan-Tung [1 ]
Zhang, Weipeng [1 ]
Shastri, Bhavin [1 ,3 ]
Prucnal, Paul R. [1 ]
机构
[1] Princeton Univ, Dept Elect Engn, Lightwave Commun Res Lab, Princeton, NJ 08544 USA
[2] Chinese Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
[3] Queens Univ, Dept Phys, Engn Phys Astron, Kingston, ON K7L 3N6, Canada
来源
2022 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC) | 2022年
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中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We experimentally demonstrate high-speed time series prediction and binary classification tasks using an all-optical integrated SiN-based nonlinear photonic node in a time-delay based reservoir architecture. (C) 2021 The Author(s)
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页数:3
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