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UONN: Energy-Efficient Optical Neural Network

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Abstract

This work proposes a novel loop-based optical neural network UONN capable of large-scale vector-matrix multiplications. Results show that UONN can achieve up to 6000 X higher energy efficiency than existing MZI-based neural network.

© 2021 The Author(s)

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