most citedEfficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

quant-ph2025★ 3 cited

Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints

Peter Röseler, Oliver Schaudt, Helmut Berg +2

While classical convolutional neural networks (CNNs) have revolutionized image classification, the emergence of quantum computing presents new opportunities for enhancing neural ne…

cs.AI2021

Optimising Rolling Stock Planning including Maintenance with Constraint Programming and Quantum Annealing

Patricia Bickert, Cristian Grozea, Ronny Hans +3

We propose and compare Constraint Programming (CP) and Quantum Annealing (QA) approaches for rolling stock assignment optimisation considering necessary maintenance tasks. In the C…