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Translation-invariant optical neural network for image classification

The classification performance of all-optical Convolutional Neural Networks (CNNs) is greatly influenced by components’ misalignment and translation of input images in the practical applications. In this paper, we propose a free-space all-optical CNN (named Trans-ONN) which accurately classifies tra...

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Detalles Bibliográficos
Autores principales: Sadeghzadeh, Hoda, Koohi, Somayyeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9568607/
https://www.ncbi.nlm.nih.gov/pubmed/36241863
http://dx.doi.org/10.1038/s41598-022-22291-0