Abstract: This study proposes a quantum convolutional neural network (QCNN) designed for image multi-classification tasks. To enhance feature extraction, the quantum convolutional employs singular ...

Department of Materials Science and Engineering, Whiting School of Engineering, The Johns Hopkins University, Baltimore, Maryland 21218, United States Department of Electrical and Computer Engineering ...