SPATE encodes data via spike trains mapped to quantum phases, yielding stronger feature representations than angle or amplitude encoding on datasets like Blobs and Moons.
The quest for a quantum neural network
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
QYOLO replaces deep YOLO backbone C2f modules with a shared sinusoidal quantum-inspired mixer, reducing parameters by 20% and GFLOPs by 12% with under 0.5 pp mAP drop on VisDrone2019.
citing papers explorer
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QYOLO: Lightweight Object Detection via Quantum Inspired Shared Channel Mixing
QYOLO replaces deep YOLO backbone C2f modules with a shared sinusoidal quantum-inspired mixer, reducing parameters by 20% and GFLOPs by 12% with under 0.5 pp mAP drop on VisDrone2019.