Acta Photonica Sinica, Volume. 50, Issue 10, 1020002(2021)
Experimental Research of the Optical Reservoir Computing Based on the VCSEL(Invited)
Fig. 1. The experimental scheme of the VCSEL-based time-delayed optical RC single-task processing system
Fig. 2. Optical spectra of the VCSEL and DFB during single-task processing
Fig. 3. The performance of the chaotic time series prediction task
Fig. 4. The performance of the nonlinear channel equalization task
Fig. 5. The SER values as a function of SNR for the nonlinear channel equalization task
Fig. 6. The experimental scheme of the VCSEL-based time-delayed optical RC dual -task processing system
Fig. 7. In dual-task processing,the optical spectra of VCSEL after external signal injection
Fig. 8. Comparison between the target values and predicted values in the VCSEL time-delayed optical RC dual-task processing system
Fig. 9. Parallel task processing performance and output power of VCSEL as a function of the injection intensity of channel equalization task,where the injection intensity of the chaotic time series prediction task remains unchanged
Fig. 10. Parallel task processing performance as a function of the injection intensity,and the ratio of injection intensity between chaotic time series prediction task and channel equalization task is about 1∶1
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Xingxing GUO, Shuiying XIANG, Yahui ZHANG, Yue HAO. Experimental Research of the Optical Reservoir Computing Based on the VCSEL(Invited)[J]. Acta Photonica Sinica, 2021, 50(10): 1020002
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Received: Jul. 13, 2021
Accepted: Aug. 17, 2021
Published Online: Nov. 3, 2021
The Author Email: XIANG Shuiying (syxiang@xidian.edu.cn)