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.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
quant-ph 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.