Parallel Data Processing in Quantum Machine Learning
Published in Asadiyan Zargar, S., Ramezani, M., Bahrampour, A. et al. Parallel data processing in quantum machine learning. Sci Rep (2026) • Aug 19, 2026
Authors:,,
Sina Asadiyan Zargar
Mehdi Ramezani
Abolfazl Bahrampour
Abstract
We propose a Quantum Machine Learning (QML) framework that applies the core design principle of quantum algorithms-superposition, oracle, and interference-to accelerate training. Building on the structural analogy between feature extraction in foundational quantum algorithms and parameter optimizati...
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