Deep learning-based spectral reconstruction on a chip using a scalable plasmonic encoder

Artem Goncharov,Calvin Brown,Zachary S. Ballard,Mason Fordham, Ashley Clemens,Yunzhe Qiu,Yair Rivenson,Aydogan Ozcan

conference on lasers and electro optics（2021）

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摘要

We demonstrate a deep learning-based spectroscopy framework using a low-cost on-chip plasmonic encoder. When blindly tested on N=14,648 random spectra our system shows competitive performance, where the reconstruction of an unknown spectrum on average takes ~28µs.

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关键词

deep learning-based spectral reconstruction,deep learning-based spectroscopy framework,on-chip plasmonic encoder

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