Image processing with Optical matrix vector multipliers implemented for encoding and decoding tasks

Abstract This study introduces an optical neural network (ONN)-based autoencoder for efficient image processing, utilizing specialized optical matrix-vector multipliers for both encoding and decoding tasks. To address the challenges in efficient decoding, we propose a method that optimizes output pr...

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Bibliographic Details
Main Authors: Minjoo Kim, Yelim Kim, Won Il Park
Format: Article
Language:English
Published: Nature Publishing Group 2025-07-01
Series:Light: Science & Applications
Online Access:https://doi.org/10.1038/s41377-025-01904-z
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