Neural Networks
2023 · 30 papers
A General Approach to Dropout in Quantum Neural Networks
2023Scala et al.
Neural Networks
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices
2023Li et al.
Neural Networks
Analyzing Convergence in Quantum Neural Networks Deviations from Neural Tangent Kernels
2023You et al.
Neural Networks
Battle Against Fluctuating Quantum Noise Compression-Aided Framework to Enable Robust Quantum Neural Network
2023Hu et al.
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Deep quantum neural networks form Gaussian processes
2023Garcia-Martin, Larocca, Cerezo
Neural Networks
Dissipative Quantum Hopfield Network A numerical analysis
2023Torres, Manzano
Neural Networks
Effects of noise on the overparametrization of quantum neural networks
2023Garcia-Martin, Larocca, Cerezo
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Estimating Quantum Mutual Information Through a Quantum Neural Network
2023Shin, Lee, Jeong
Neural Networks
Exact Learning with Tunable Quantum Neural Networks and a Quantum Example Oracle
2023Ngoc, Wiklicky
Neural Networks
Graph Neural Network Autoencoders for Efficient Quantum Circuit Optimisation
2023Moflic, Garg, Paler
Neural Networks
Hybrid Quantum-Classical Autoencoders for End-to-End Radio Communication
2023Tabi et al.
Neural Networks
Hybrid quantum-classical convolutional neural network for phytoplankton classification
2023Shi et al.
Neural Networks
Impact of barren plateaus countermeasures on the quantum neural network capacity to learn
2023Cybulski, Nguyễn
Neural Networks
Implementing a Hybrid Quantum-Classical Neural Network by Utilizing a Variational Quantum Circuit for Detection of Dementia
2023Kim
Neural Networks
Learning Quantum Processes with Memory - Quantum Recurrent Neural Networks
2023Bondarenko, Salzmann, Schmiesing
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Learning To Optimize Quantum Neural Network Without Gradients
2023Kulshrestha et al.
Neural Networks
Neural Quantum Embedding Pushing the Limits of Quantum Supervised Learning
2023Hur, Araujo, Park
Neural Networks
Neural network encoded variational quantum algorithms
2023Miao, Hsieh, Zhang
Neural Networks
On the explainability of quantum neural networks based on variational quantum circuits
2023Daskin
Neural Networks
Post-variational quantum neural networks
2023Huang, Rebentrost
Neural Networks
Quantum Convolutional Neural Networks for Multi-Channel Supervised Learning
2023Smaldone, Kyro, Batista
Neural Networks
Quantum Recurrent Neural Networks for Sequential Learning
2023Li et al.
Neural Networks
Randomness-enhanced expressivity of quantum neural networks
2023Wu et al.
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Reduction of finite sampling noise in quantum neural networks
2023Kreplin, Roth
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Resource Saving via Ensemble Techniques for Quantum Neural Networks
2023Incudini et al.
Neural Networks
Scalable Imaginary Time Evolution with Neural Network Quantum States
2023Ledinauskas, Anisimovas
Neural Networks
Scalable quantum neural networks by few quantum resources
2023Pastorello, Blanzieri
Neural Networks
State Classification via a Random-Walk-Based Quantum Neural Network
2023Wang, Lin, Wu
Neural Networks
The role of data embedding in equivariant quantum convolutional neural networks
2023Das, Martina, Caruso
Neural Networks
What can we learn from quantum convolutional neural networks
2023Umeano et al.
Neural Networks