Zi-Rui Wan

PDB-HQCNN: a parallel dual-branch hybrid quantum-classical convolutional neural network

With the rapid advancement of quantum machine learning, numerous hybrid quantum–classical convolutional neural network (HQCNN) architectures have been proposed. However, most existing HQCNNs adopt serial topologies-either classical convolution followed by quantum processing or vice versa-which suffer from low feature p...