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Experimental Demonstration of Modulation Format Recognition Using Reservoir Computing Based on VCSEL With Gradient-Like Boosting

Autor: Xing Xing Guo, Shui Ying Xiang, Ya Hui Zhang, Bi ling Gu, Yanan Han, Lin Lin, Yue Hao

Publikováno v: IEEE Journal of Selected Topics in Quantum Electronics. 29:1-8

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a8048da0c21f128af412079b30bc5620
https://doi.org/10.1109/jstqe.2023.3268341

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Enhanced prediction performance of a time-delay reservoir computing system based on a VCSEL by dual-training method

Autor: Bi Ling, Gu, Shui Ying, Xiang, Xing Xing, Guo, Dian Zhuang, Zheng, Yue, Hao

Publikováno v: Optics Express. 30:30779

In this paper, a new dual-training method for a time-delay reservoir computing (RC) system based on a single vertical-cavity surface-emitting laser (VCSEL) is proposed and demonstrated experimentally for the first time. The prediction performance of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1547055aeb15b033919bef6bb61ccd4a
https://doi.org/10.1364/oe.460770

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