Christian Bauckhage

Efficient quantum convolutional neural networks for image classification: overcoming hardware constraints

Abstract While classical convolutional neural networks (CNNs) have revolutionized image classification, the emergence of quantum CNNs (QCNNs) presents new opportunities with high-dimensional transformations that are infeasible for classical CNNs. However, their implementation on...