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quant-ph2024
Quantum machine learning for multiclass classification beyond kernel methods
Chao Ding, Shi Wang, Yaonan Wang +1
Quantum machine learning is considered one of the current research fields with immense potential. In recent years, HavlÃÄek et al. [Nature 567, 209-212 (2019)] have proposed a qu…
quant-ph2024
Quantum Adjoint Convolutional Layers for Effective Data Representation
Ren-Xin Zhao, Shi Wang, Yaonan Wang
Quantum Convolutional Layer (QCL) is considered as one of the core of Quantum Convolutional Neural Networks (QCNNs) due to its efficient data feature extraction capability. However…