LI Dong-fen

Quantum-enhanced feature learning: a hybrid QCNN for multi-category classification on NISQ devices

2025 · Physica Scripta

Abstract Quantum Machine Learning (QML) has emerged as a promising paradigm that leverages the principles of quantum mechanics—such as superposition and entanglement—to overcome the limitations of classical machine learning in handling complex, high-dimensional data. However, …