An Optical Neural Network Accelerator Based on A Dual Microring Modulator Array

We propose and demonstrate an integrated scalable optical neural network accelerator based on a dual microring modulator array, which can both implement matrix multiplication and convolutional operation and improve the computation density and speed.

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Bibliographic Details
Main Authors: Pan, Weiwei, Yao, Ruoyun, Peng, Zhangwan, Xiong, Wanshu, Chen, Jinhua, Ji, Chen
Format: Conference Proceeding
Language:English
Subjects:
convolutional operation
High-speed optical techniques
Integrated optics
matrix multiplication
microring modulators
Neural networks
Optical arrays
Optical computing
Optical fiber networks
Optical modulation
optical neural network accelerator
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Description
Summary:We propose and demonstrate an integrated scalable optical neural network accelerator based on a dual microring modulator array, which can both implement matrix multiplication and convolutional operation and improve the computation density and speed.
ISSN:2166-8892
DOI:10.1109/OECC56963.2023.10209740