All‐Optical Autoencoder Machine Learning Framework Using Linear Diffractive Processors

Diffractive deep neural network (D2NN), known for its high speed and strong parallelism, is applied across various fields, including pattern recognition, image processing, and image transmission. However, existing network architectures primarily focus on data representation within the original domai...

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Bibliographic Details

Published in:	Laser & photonics reviews Vol. 19; no. 15
Main Authors:	Feng, Peijie, Tan, Yong, Chong, Mingzhe, Li, Lintao, Zhang, Zongkun, Liu, Fubei, Wen, Yongzheng, Tan, Yunhua
Format:	Journal Article
Language:	English
Published:	Weinheim Wiley Subscription Services, Inc 01.08.2025
Subjects:	Artificial neural networks autoencoder Decoders diffractive neural network Image classification image denoising image generation Image processing Image reconstruction Image transmission Machine learning Multiplexing Pattern recognition Processors Representations
ISSN:	1863-8880, 1863-8899
Online Access:	Get full text
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