Neural Networks
2022 · 27 papers
A quantum neural network with efficient optimization and interpretability
2022Zheng, Wang, Zhang
Neural Networks
AutoQC Automated Synthesis of Quantum Circuits Using Neural Network
2022Murakami, Zhao
Neural Networks
Case study on quantum convolutional neural network scalability
2022Lisnichenko, Protasov
Neural Networks
Classical-to-quantum convolutional neural network transfer learning
2022Kim, Huh, Park
Neural Networks
Data reconstruction based on quantum neural networks
2022Wang, Jiang
Neural Networks
Decompositional Quantum Graph Neural Network
2022Ai et al.
Neural Networks
Deep Neural Networks as the Semi-classical Limit of Topological Quantum Neural Networks The problem of generalisation
2022Marciano et al.
Neural Networks
Deep quantum neural networks equipped with backpropagation on a superconducting processor
2022Pan et al.
Neural Networks
Evaluating the performance of sigmoid quantum perceptrons in quantum neural networks
2022Wilkinson, Hartmann
Neural Networks
Expressibility-Enhancing Strategies for Quantum Neural Networks
2022Liao, Shan
Neural Networks
Harmonic Quantum Neural Networks
2022Ghosh et al.
Neural Networks
Interpretable Quantum Advantage in Neural Sequence Learning
2022Anschuetz et al.
Neural Networks
On the Physics-Informed Neural Networks for Quantum Computers
2022Markidis
Neural Networks
Optimal storage capacity of quantum Hopfield neural networks
2022Bödeker, Fiorelli, Müller
Neural Networks
QuCNN A Quantum Convolutional Neural Network with Entanglement Based Backpropagation
2022Stein et al.
Neural Networks
QuanGCN Noise-Adaptive Training for Robust Quantum Graph Convolutional Networks
2022Zhou et al.
Neural Networks
Quantum Neural Network Compression
2022Hu et al.
Neural Networks
Quantum neural network for continuous variable prediction
2022Jain, Garcia Garcia
Neural Networks
Quantum neural networks force fields generation
2022Kiss et al.
Neural Networks
Realistic quantum photonic neural networks
2022Ewaniuk et al.
Neural Networks
Scalable Quantum Convolutional Neural Networks
2022Back, Run, Kim
Neural Networks
Scalable Quantum Neural Networks for Classification
2022Wu, Tao, Li
Neural Networks
Symmetric Pruning in Quantum Neural Networks
2022Wang et al.
Neural Networks
The role of coherence theory in attractor quantum neural networks
2022Marconi et al.
Neural Networks
Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks
2022Schatzki et al.
Neural Networks
Theory for Equivariant Quantum Neural Networks
2022Nguyen et al.
Neural Networks
Universal Quantum Perceptrons for Quantum Machine Learning
2022Bravo et al.
Neural Networks