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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Veröffentlicht in:	Laser & photonics reviews Jg. 19; H. 15
Hauptverfasser:	Feng, Peijie, Tan, Yong, Chong, Mingzhe, Li, Lintao, Zhang, Zongkun, Liu, Fubei, Wen, Yongzheng, Tan, Yunhua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Weinheim Wiley Subscription Services, Inc 01.08.2025
Schlagworte:	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-Zugang:	Volltext
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