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Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification

Convolutional neural networks (CNNs) excel in a wide variety of computer vision applications, but their high performance also comes at a high computational cost. Despite efforts to increase efficiency both algorithmically and with specialized hardware, it remains difficult to deploy CNNs in embedded...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Chang, Julie, Sitzmann, Vincent, Dun, Xiong, Heidrich, Wolfgang, Wetzstein, Gordon
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6098044/
https://ncbi.nlm.nih.gov/pubmed/30120316
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-30619-y
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