Parallel Photonic Reservoir Computing Based on Wavelength Multiplexing

doi:10.1109/SUM57928.2023.10224364

	Parallel Photonic Reservoir Computing Based on Wavelength Multiplexing
	Yi-Wei Shen; Bao-De Lin; Rui-Qian Li; Jingyi Yu; Xuming He; Cheng Wang
	2023-07-17
会议录名称	2023 IEEE PHOTONICS SOCIETY SUMMER TOPICALS MEETING SERIES (SUM)
ISSN	1099-4742
卷号	2023-July
发表状态	已发表
DOI	10.1109/SUM57928.2023.10224364
摘要	We present a parallel time-delay reservoir computing network based on four wavelengths of a Fabry-Perot laser in experiment. It is proved that the parallel scheme raises the clock rate of the network by four times and improves the performance on the nonlinear channel equalization task. © 2023 IEEE.
关键词	reservoir computing wavelength multiplexing nonlinear channel equalization optical computing
会议名称	2023 IEEE Photonics Society Summer Topicals Meeting Series, SUM 2023
会议地点	Sicily, Italy
会议日期	17-19 July 2023
URL	查看原文
收录类别	EI
语种	英语
出版者	Institute of Electrical and Electronics Engineers Inc.
EI入藏号	20233814737820
EI主题词	Optical data processing
EI分类号	713.5 Electronic Circuits Other Than Amplifiers, Oscillators, Modulators, Limiters, Discriminators or Mixers ; 723.2 Data Processing and Image Processing ; 741.1.1 Nonlinear Optics ; 941.3 Optical Instruments
原始文献类型	Conference article (CA)
来源库	IEEE
文献类型	会议论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/333426
专题	信息科学与技术学院信息科学与技术学院_PI研究组_何旭明组信息科学与技术学院_PI研究组_王成组信息科学与技术学院_PI研究组_虞晶怡组信息科学与技术学院_硕士生信息科学与技术学院_博士生
作者单位	School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China
第一作者单位	信息科学与技术学院
第一作者的第一单位	信息科学与技术学院
推荐引用方式 GB/T 7714	Yi-Wei Shen,Bao-De Lin,Rui-Qian Li,et al. Parallel Photonic Reservoir Computing Based on Wavelength Multiplexing[C]:Institute of Electrical and Electronics Engineers Inc.,2023.