Photonic Neural Cellular Automata for Self-Organized Image Classification

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

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

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摘要

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.

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