Theoretical investigation of ultrafast binary data patterns recognition based on VCSEL-SA

Fan Ma; Fei Wang; Ying-Ke Xie; Xiao-Dong Lin; Li Fan; Zi-Ye Gao; Zhi-Fei Duan; Xiao-Rui Du; Si-Yan Zhang; Tao Deng

doi:10.1117/12.2643620

20 December 2022 Theoretical investigation of ultrafast binary data patterns recognition based on VCSEL-SA

Fan Ma, Fei Wang, Ying-Ke Xie, Xiao-Dong Lin, Li Fan, Zi-Ye Gao, Zhi-Fei Duan, Xiao-Rui Du, Si-Yan Zhang, Tao Deng

Proceedings Volume 12314, Optoelectronic Devices and Integration XI; 123140R (2022) https://doi.org/10.1117/12.2643620
Event: SPIE/COS Photonics Asia, 2022, Online Only

Conference Poster

Abstract

Based on a vertical-cavity surface-emitting laser with saturated absorber (VCSEL-SA) subject to optical injection, we proposed an ultrafast pattern recognition scheme of four-bit binary data and theoretically investigated the recognition performances. The results show that, patterns recognition of different four-bit binary data at Gb/s rate can be realized by adjusting the injection weight of each bit number and optimal weight values can be determined. Although noise has some influences on the patterns recognition speed and accuracy, this proposed system has a certain robustness to noise on the whole. These results provide a promising application prospect for VCSEL-SA based ultrafast photonic neuromorphic system in pattern recognition field.

Conference Presentation

Citation Download Citation

Fan Ma, Fei Wang, Ying-Ke Xie, Xiao-Dong Lin, Li Fan, Zi-Ye Gao, Zhi-Fei Duan, Xiao-Rui Du, Si-Yan Zhang, and Tao Deng "Theoretical investigation of ultrafast binary data patterns recognition based on VCSEL-SA", Proc. SPIE 12314, Optoelectronic Devices and Integration XI, 123140R (20 December 2022); https://doi.org/10.1117/12.2643620

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