Scalable wavelength-multiplexing photonic reservoir computing

Photonic reservoir computing (PRC) is a special hardware recurrent neural network, which is featured with fast training speed and low training cost. This work shows a wavelength-multiplexing PRC architecture, taking advantage of the numerous longitudinal modes in a Fabry–Perot (FP) semiconductor las...

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Bibliographic Details
Main Authors: Rui-Qian Li, Yi-Wei Shen, Bao-De Lin, Jingyi Yu, Xuming He, Cheng Wang
Format: Article
Language:English
Published: AIP Publishing LLC 2023-09-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0158939