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Conferences > CLEO_SI > 2023 > STh3F > STh3F.1

Photonic Neural Cellular Automata for Self-Organized Image Classification

Gordon H.Y. Li, Christian R. Leefmans, James Williams, Robert M. Gray, Midya Parto, and Alireza Marandi

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Abstract

Neural networks based on Cellular Automata (CA) have recently yielded more robust, reliable, and parameter-efficient machine learning models. We experimentally demonstrate the first photonic implementation of CA which successfully performs image classification on the Fashion-MNIST dataset.

© 2023 The Author(s)

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