Image Sensors Based on Nonlinear Optical Neural Networks

Mandar M. Sohoni,Tianyu Wang,Logan G. Wright,Martin M. Stein,Shi-Yuan Ma,Tatsuhiro Onodera,Maxwell G. Anderson,Peter L. McMahon

2023 Conference on Lasers and Electro-Optics (CLEO)（2023）

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Abstract

We use a multilayer, nonlinear optical neural network as a pre-processor for machine vision. On tasks including identification of real objects illuminated by broadband incoherent light, we show that nonlinear optical pre-processing outperforms linear pre-processing.

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