Photonic convolutional accelerator and neural network in the Tera-OPs regime based on Kerr microcombs
Xu, Xingyuan2; Tan, Mengxi2; Corcoran, Bill3; Wu, Jiayang2; Boes, Andreas4; Nguyen, Thach G.4; Chu, Sai T.5; Little, Brent E.6; Hicks, Damien G.2,7; Morandotti, Roberto1,8
2021
会议日期2021-03-06
会议地点Virtual, Online, United states
关键词Optical neural networks neuromorphic processor microcomb convolutional accelerator
卷号11689
DOI10.1117/12.2584017
英文摘要

We report a photonic RF arbitrary waveform generator and phase encoded signal generator using a soliton crystal micro-comb source with a free spectral range (FSR) of 48.9 GHz, that provides 80 wavelengths. We achieve arbitrary waveform shapes including square waveforms with a tunable duty ratio from 10% to 90%, sawtooth waveforms with a slope ratio of 0.2 to 1, and a symmetric concave quadratic chirp waveform with an instantaneous frequency of sub GHz. The phase encoded signal generator achieves a high pulse compression ratio of 30 and phase encoding rates from 2 to 6 Gb/s This work verifies the effectiveness of using microcombs for high-performance, broad bandwidth, nearly user-defined RF waveform generation. © 2021 SPIE.

产权排序5
会议录Integrated Optics: Devices, Materials, and Technologies XXV
会议录出版者SPIE
语种英语
ISSN号0277786X;1996756X
ISBN号9781510642133
内容类型会议论文
源URL[http://ir.opt.ac.cn/handle/181661/94757]  
专题西安光学精密机械研究所_瞬态光学技术国家重点实验室
通讯作者Moss, David J.
作者单位1.Inst. of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu; 610054, China
2.Optical Sciences Centre, Swinburne University of Technology, Hawthorn; VIC; 3122, Australia;
3.Department of Electrical and Computer Systems Engineering, Monash University, Clayton; VIC; 3800, Australia;
4.School of Engineering, RMIT University, Melbourne; VIC; 3001, Australia;
5.Department of Physics, City University of Hong Kong, Tat Chee Avenue, Hong Kong, Hong Kong;
6.Xi'An Institute of Optics and Precision Mechanics Precision Mechanics of CAS, Xi'an, China;
7.Bioinformatics Division, Walter and Eliza Hall Institute of Medical Research, Parkville; VIC; 3052, Australia;
8.INRS-Énergie, Matériaux et Télécommunications, 1650 Boulevard Lionel-Boulet, Varennes; QC; J3X1S2, Canada;
推荐引用方式
GB/T 7714
Xu, Xingyuan,Tan, Mengxi,Corcoran, Bill,et al. Photonic convolutional accelerator and neural network in the Tera-OPs regime based on Kerr microcombs[C]. 见:. Virtual, Online, United states. 2021-03-06.
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