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Conferences > CLEO_SI > 2023 > STu4F > STu4F.3

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, and Peter L. McMahon

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Abstract

We use a multilayer, nonlinear optical neural network as a pre-processor for machine vision. On tasks including identification o f r eal o bjects i lluminated by broad-band incoherent light, we show that nonlinear optical pre-processing outperforms linear pre-processing.

© 2023 The Author(s)

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