MicroCloud Proposes Quantum Convolutional Neural Network Based On Hybrid Quantum-Classical Learning With CNN-Level Accuracy

MicroCloud Hologram Inc. (NASDAQ:HOLO), ("HOLO" or the "Company"), a technology service provider, proposed a Quantum Convolutional Neural Network (QCNN) based on hybrid quantum-classical learning and successfully applied it to the multi-class classification problem on the MNIST dataset, achieving accuracy comparable to classical Convolutional Neural Networks (CNNs). This achievement not only demonstrates the practical feasibility of quantum computing in machine learning tasks but also provides a new pathway for application exploration in the subsequent NISQ (Noisy Intermediate-Scale Quantum) era.