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A quantum optical setup to classify objects without reconstructing their images.

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Quantum optical neuron

This repository contains the simulation code for the quantum optical neuron. A step-by-step implementation can be found in simulationMNIST.ipynb (trained using the MNIST dataset) and in simulationCIFAR10.ipynb (trained using the CIFAR-10 dataset).

arXiv Open In Colab Open In Colab

Contributors: Angela Rosy Morgillo @MorgilloR and Simone Roncallo @simoneroncallo
Reference: Simone Roncallo, Angela Rosy Morgillo, Chiara Macchiavello, Lorenzo Maccone and Seth Lloyd “Quantum optical classifier with superexponential speedup” (2024)