Improving the processing rate of VCSEL-based reservoir computing through adopting variable polarization information injection

Yang Liu,ZhengMao Wu,ShuLu Tan,GuangQiong Xia

Optics & Laser Technology（2023）

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摘要

•A method is proposed to improve the parallel information processing ability of a VCSEL-based reservoir computing (RC) system.•Both X-polarization component and Y-polarization component of the VCSEL simultaneously carry the information of two tasks.•This proposed scheme has a potential to process three or more tasks at the same time.

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关键词

Reservoir computing (RC),Vertical-cavity surface-emitting lasers (VCSELs),Variable polarization information injection (VPII),Santa-Fe time series prediction task,Waveform recognition task

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