Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

UONN: Energy-Efficient Optical Neural Network

Not Accessible

Your library or personal account may give you access

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)

PDF Article
More Like This
All-optical, ultrafast energy-efficient ReLU function for nanophotonic neural networks

Gordon H.Y. Li, Ryoto Sekine, Rajveer Nehra, Robert M. Gray, Luis Ledezma, Qiushi Guo, and Alireza Marandi
STh5G.6 CLEO: Science and Innovations (CLEO:S&I) 2022

Energy-Efficient Photonic Spiking Neural Network on a monolithic silicon CMOS photonic platform

Yun-Jhu Lee, Mehmet Berkay On, Xian Xiao, and S. J. Ben Yoo
Tu5H.5 Optical Fiber Communication Conference (OFC) 2021

An Energy-efficient Non-volatile Silicon Photonic Accelerator for Convolutional Neural Networks (NVSP-CNNs)

Zhiyuan Liu, Pengxing Guo, Peng Zhao, Weigang Hou, and Lei Guo
T4A.244 Asia Communications and Photonics Conference (ACP) 2021

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.