Quantum Convolutional Neural Networks for Multi-Class Classification of Classical Data

A quantum convolutional neural network (QCNN) is proposed for multi-class classification of classical data, demonstrating improved performance over classical convolutional neural networks (CNNs) for 6, 8, and 10 class scenarios.