All-optical image identification with programmable matrix transformation

نویسندگان

چکیده

An optical neural network is proposed and demonstrated with programmable matrix transformation nonlinear activation function of photodetection (square-law detection). Based on discrete phase-coherent spatial modes, the dimensionality operations 30~37, which implemented by light modulators. With this architecture, all-optical classification tasks handwritten digits, objects depth images are performed same platform high accuracy. Due to parallel nature multiplication, processing speed our architecture potentially as as7.4T~74T FLOPs per second (with 10~100GHz detector)

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ژورنال

عنوان ژورنال: Optics Express

سال: 2021

ISSN: ['1094-4087']

DOI: https://doi.org/10.1364/oe.430281