Optoelectronic Neuromorphic Accelerator at 523.27 GOPS Based on Coherent Optical Devices

Ying Zhu,Xu Zhang,Xin Hua,Lu Xu,Xiao Hu,Ming Luo,Xi Xiao,Shaohua Yu

2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC（2023）

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摘要

An integratable and scalable optoelectronic neuromorphic accelerator based on coherent optical devices is proposed and demonstrated. It can achieve the computing speed for convolutions of 523.27 GOPS and accuracy up to 96.67% for handwritten digit recognition as a neural network.

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