Neural Networks
2025 · 35 papers
Collaborative Filtering using Variational Quantum Hopfield Associative Memory
2025Kermanshahani et al.
Neural Networks
Contextual Quantum Neural Networks for Stock Price Prediction
2025Mourya, Leipold, Adhikari
Neural Networks
Enhanced Squeezing and Faster Metrology from Layered Quantum Neural Networks
2025Gutierrez, Araiza Bravo, Yelin
Neural Networks
High-expressibility Quantum Neural Networks using only classical resources
2025Maronese ethnic al.
Neural Networks
How to Train Your Dragon Quantum Neural Networks
2025Zhang, Kamenev
Neural Networks
Hybrid Quantum Neural Networks with Amplitude Encoding Advancing Recovery Rate Predictions
2025Chen et al.
Neural Networks
Hybrid Quantum Physics-informed Neural Network Towards Efficient Learning of High-speed Flows
2025Leong et al.
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Is Quantum Optimization Ready An Effort Towards Neural Network Compression using Adiabatic Quantum Computing
2025Wanga et al.
Neural Networks
Jiang Zhang Chen QSeer A Quantum-Inspired Graph Neural Network for Parameter Initialization in Quantum Approximate Optimization Algorithm Circuits
2025Unknown
Neural Networks
Learning to Learn with Quantum Optimization via Quantum Neural Networks
2025Chen, Matsuyama, Huang
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Learning to Measure Quantum Neural Networks
2025Chen et al.
Neural Networks
Local Pseudopotential Unlocks the True Potential of Neural Network-based Quantum Monte Carlo
2025Fu et al.
Neural Networks
Neural-network-assisted Monte Carlo sampling trained by Quantum Approximate Optimization Algorithm
2025Nakano, Okada, Fujii
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On Quantum Perceptron Learning via Quantum Search
2025Sun et al.
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Performance Guarantees for Quantum Neural Estimation of Entropies
2025Sreekumar, Godfield, Wilde
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Phase-Space Framework for Noisy Intermediate-Scale Quantum Optical Neural Networks
2025Świerczewski et al.
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QDCNN Quantum Deep Learning for Enhancing Safety and Reliability in Autonomous Transportation Systems
2025Meghanath et al.
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QGAN-based data augmentation for hybrid quantum-classical neural networks
2025He et al.
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QGHNN A quantum graph Hamiltonian neural network
2025Wang
Neural Networks
Quantum Adaptive Self-Attention for Quantum Transformer Models
2025Chen, Kuo
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Quantum Autoencoder An efficient approach to quantum feature map generation
2025Zhuang et al.
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Quantum Autoencoder for Multivariate Time Series Anomaly Detection
2025Tscharke et al.
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Quantum Circuits for Quantum Convolutions A Quantum Convolutional Autoencoder
2025Orduz, Rivas, Baker
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Quantum Graph Attention Network A Novel Quantum Multi-Head Attention Mechanism for Graph Learning
2025Ning, Li, Chen
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Quantum Graph Attention Networks Trainable Quantum Encoders for Inductive Graph Learning
2025Faria et al.
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Quantum Neural Network applications to Protein Binding Affinity Predictions
2025Souza Teixeira, Barros Fernandes, Rodrigues Inácio
Neural Networks
Quantum Neural Networks for Cloud Cover Parameterizations in Climate Models
2025Pastori et al.
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Quantum Orthogonal Separable Physics-Informed Neural Networks
2025Zanotta et al.
Neural Networks
Quantum RNNs and LSTMs Through Entangling and Disentangling Power of Unitary Transformations
2025Daskin
Neural Networks
Quantum advantage for learning shallow neural networks with natural data distributions
2025Lewis, Gilboa, McClean
Neural Networks
Quantum computational sensing using quantum signal processing quantum neural networks and Hamiltonian engineering
2025Khan et al.
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Quantum neural networks facilitating quantum state classification
2025Sharma et al.
Neural Networks
Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning
2025Chen, Rajendran, Simeone
Neural Networks
Towards Practical Quantum Neural Network Diagnostics with Neural Tangent Kernels
2025Scala et al.
Neural Networks
Variational quantum-neural hybrid imaginary time evolution
2025Kuji, Nikuni, Shingu
Neural Networks