Noise-resilient designs and analysis for optical neural networks

All analog signal processing is fundamentally subject to noise, and this is also the case in next generation implementations of optical neural networks (ONNs). Therefore, we propose the first hardware-based approach to mitigate noise in ONNs. A tree-like and an accordion-like design are constructed...

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Bibliographic Details
Main Authors: Gianluca Kosmella, Ripalta Stabile, Jaron Sanders
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Neuromorphic Computing and Engineering
Subjects:
Online Access:https://doi.org/10.1088/2634-4386/ad836f
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