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Conferences > FiO > 2023 > FW5A > FW5A.2

Multi-purpose Image Sensors with Nonlinear Optical Neural Networks

Tianyu Wang, Mandar M. Sohoni, 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 (ONN) 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.

© 2023 The Author(s)

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