Pruning and optimization of optical neural network as a binary optical trigger

Pruning and optimization of optical neural network as a binary optical trigger

Optical neural networks implemented with Mach-Zehnder Interferometer (MZI) arrays are a promising solution to enable fast and energy-efficient machine learning inference, yet finding a practical application has proven challenging due to sensitivity to thermal noise and loss. To leverage the distinct...

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Bibliographic Details
Main Authors: Bokun Zhao, Xuening Dong, Kaveh Rahbardar Mojaver, Brett H. Meyer, Odile Liboiron-Ladouceur
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Advanced Optical Technologies
Subjects:
optical neural network
Mach-Zehnder interferometer
pruning
edge computing
event-based trigger
Online Access:https://www.frontiersin.org/articles/10.3389/aot.2024.1501208/full
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https://www.frontiersin.org/articles/10.3389/aot.2024.1501208/full

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