A two-parameter photonic QNN achieves 100% accuracy on nonlinear tasks where a matched classical ANN saturates at random guessing, suggesting algorithmic advantage on current photonic hardware.
Nature Photonics18, 603–609 (2024)
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Algorithmic Advantage on a Gate-Based Photonic Quantum Neural Network
A two-parameter photonic QNN achieves 100% accuracy on nonlinear tasks where a matched classical ANN saturates at random guessing, suggesting algorithmic advantage on current photonic hardware.