FPGA-driven High Density Photonic Reservoir Computing

Hidetoshi Numata,Jean Benoit Heroux,Toshiyuki Yamane,Daiju Nakano

2022 International Conference on Electronics Packaging (ICEP)（2022）

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摘要

We present a demo system of FPGA-driven time-delay photonic reservoir computer. The architecture of the reservoir is based on a high bandwidth density optical interconnect technologies using VCSEL and photodiode chips with multi-mode optical fiber splitter / combiner. Using the demo system, we also present preliminary results on voice utterance dataset.

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关键词

Reservoir Computing,Vertical Cavity Surface Emitting Laser (VCSEL),Optoelectronic Device,FPGA system,Voice Recognition

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