Neural Networks
2024 · 15 papers
A quantum inspired neural network for geometric modeling
2024Du, Liu, Guo
Neural Networks
A unifying primary framework for quantum graph neural networks from quantum graph states
2024Daskin
Neural Networks
Coherent Feed Forward Quantum Neural Network
2024Singh, Goldberg, Heshami
Neural Networks
Comparing Quantum Annealing and Spiking Neuromorphic Computing for Sampling Binary Sparse Coding QUBO Problems
2024Henke et al.
Neural Networks
Exact block encoding of imaginary time evolution with universal quantum neural networks
2024Rrapal, Rule
Neural Networks
Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation
2024Aktar et al.
Neural Networks
Graph Neural Networks on Quantum Computers
2024Liao, Zhang, Ferrie
Neural Networks
Graph Neural Networks-based Parameter Design towards Large-ScaleSuperconducting Quantum Circuits for Crosstalk Mitigation
2024Ai, Liu
Neural Networks
Learnability of a hybrid quantum-classical neural network for graph-structured quantum data
2024Liang et al.
Neural Networks
On Optimizing Hyperparameters for Quantum Neural Networks
2024Herbst, De Maio, Brandi
Neural Networks
Optimizing Quantum Convolutional Neural Network Architectures for Arbitrary Data Dimension
2024Lee et al.
Neural Networks
Quantum Annealing and Graph Neural Networks for Solving TSP with QUB0
2024He
Neural Networks
Quantum Convolutional Neural Networks are Effectively Classically Simulable
2024Bermejo et al.
Neural Networks
Quantum Positional Encodings for Graph Neural Networks
2024Thabet et al.
Neural Networks
Towards Arbitrary QUBO Optimization Analysis of Classical and Quantum-Activated Feedforward Neural Networks
2024Lai et al.
Neural Networks