FL-QDSNNs: Federated Learning with Quantum Dynamic Spiking Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Innan, Nouhaila, Marchisio, Alberto, Shafique, Muhammad |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FedQNN: Federated Learning using Quantum Neural Networks
by: Innan, Nouhaila, et al.
Published: (2024)
by: Innan, Nouhaila, et al.
Published: (2024)
Late Breaking Results: Hardware-Efficient Quantum Reservoir Computing via Quantized Readout
by: Pathak, Param, et al.
Published: (2026)
by: Pathak, Param, et al.
Published: (2026)
Cutting is All You Need: Execution of Large-Scale Quantum Neural Networks on Limited-Qubit Devices
by: Marchisio, Alberto, et al.
Published: (2024)
by: Marchisio, Alberto, et al.
Published: (2024)
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
by: Dutta, Siddhant, et al.
Published: (2024)
by: Dutta, Siddhant, et al.
Published: (2024)
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
by: Innan, Nouhaila, et al.
Published: (2024)
by: Innan, Nouhaila, et al.
Published: (2024)
LEP-QNN: Loan Eligibility Prediction using Quantum Neural Networks
by: Innan, Nouhaila, et al.
Published: (2024)
by: Innan, Nouhaila, et al.
Published: (2024)
Hybrid Quantum-Classical Neural Architecture Search
by: Marchisio, Alberto, et al.
Published: (2026)
by: Marchisio, Alberto, et al.
Published: (2026)
How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations
by: Innan, Nouhaila, et al.
Published: (2026)
by: Innan, Nouhaila, et al.
Published: (2026)
Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy
by: Innan, Nouhaila, et al.
Published: (2025)
by: Innan, Nouhaila, et al.
Published: (2025)
Q-SpiRL: Quantum Spiking Reinforcement Learning for Adaptive Robot Navigation
by: Altrabulsi, Mohamed Khair, et al.
Published: (2026)
by: Altrabulsi, Mohamed Khair, et al.
Published: (2026)
GAT-QNN: Genetic Algorithm-Based Training of Hybrid Quantum Neural Networks
by: Ahmed, Tasnim, et al.
Published: (2026)
by: Ahmed, Tasnim, et al.
Published: (2026)
Quantum Portfolio Optimization with Expert Analysis Evaluation
by: Innan, Nouhaila, et al.
Published: (2025)
by: Innan, Nouhaila, et al.
Published: (2025)
Enhancing Blood Cells Classification using Hybrid Quantum Neural Networks
by: Cruz, Guilherme, et al.
Published: (2026)
by: Cruz, Guilherme, et al.
Published: (2026)
Quantum Bayesian Networks for Machine Learning in Oil-Spill Detection
by: Siddiqui, Owais Ishtiaq, et al.
Published: (2024)
by: Siddiqui, Owais Ishtiaq, et al.
Published: (2024)
Quantum Quandaries: Unraveling Encoding Vulnerabilities in Quantum Neural Networks
by: Upadhyay, Suryansh, et al.
Published: (2025)
by: Upadhyay, Suryansh, et al.
Published: (2025)
EFaaS: A Quantum-Classical Serverless Entangled Scheduler for Hybrid Variational Algorithms
by: Younesi, Abolfazl, et al.
Published: (2026)
by: Younesi, Abolfazl, et al.
Published: (2026)
Neural Quantum Embedding: Pushing the Limits of Quantum Supervised Learning
by: Hur, Tak, et al.
Published: (2023)
by: Hur, Tak, et al.
Published: (2023)
A Systematic Study of Noise Effects in Hybrid Quantum-Classical Machine Learning
by: Bose, Bhavna, et al.
Published: (2026)
by: Bose, Bhavna, et al.
Published: (2026)
Dynamic Routing in Space-Ground Integrated Quantum Networks
by: Hu, Tianjie, et al.
Published: (2025)
by: Hu, Tianjie, et al.
Published: (2025)
Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices
by: Elnakhal, Farah, et al.
Published: (2026)
by: Elnakhal, Farah, et al.
Published: (2026)
Evaluating Quantum Amplitude Estimation for Pricing Multi-Asset Basket Options
by: Kashif, Muhammad, et al.
Published: (2025)
by: Kashif, Muhammad, et al.
Published: (2025)
QDoor: Exploiting Approximate Synthesis for Backdoor Attacks in Quantum Neural Networks
by: Chu, Cheng, et al.
Published: (2023)
by: Chu, Cheng, et al.
Published: (2023)
QFAL: Quantum Federated Adversarial Learning
by: Maouaki, Walid El, et al.
Published: (2025)
by: Maouaki, Walid El, et al.
Published: (2025)
QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management
by: Nguyen, Hoa T., et al.
Published: (2024)
by: Nguyen, Hoa T., et al.
Published: (2024)
Assessing the Impact of Low Resolution Control Electronics on Quantum Neural Network Performance
by: Bhattacharjee, Rupayan, et al.
Published: (2026)
by: Bhattacharjee, Rupayan, et al.
Published: (2026)
QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning
by: Nguyen, Hoa T., et al.
Published: (2025)
by: Nguyen, Hoa T., et al.
Published: (2025)
SPATE: Spiking-Phase Adaptive Temporal Encoding for Quantum Machine Learning
by: Innan, Nouhaila, et al.
Published: (2026)
by: Innan, Nouhaila, et al.
Published: (2026)
QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting
by: Marchisio, Alberto, et al.
Published: (2026)
by: Marchisio, Alberto, et al.
Published: (2026)
Utility-Scale Quantum Computation of Ground-State Energy in a 100+ Site Planar Kagome Antiferromagnet via Hamiltonian Engineering
by: Ahsan, Muhammad
Published: (2025)
by: Ahsan, Muhammad
Published: (2025)
A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network
by: Brand, Dean, et al.
Published: (2024)
by: Brand, Dean, et al.
Published: (2024)
RobQFL: Robust Quantum Federated Learning in Adversarial Environment
by: Maouaki, Walid El, et al.
Published: (2025)
by: Maouaki, Walid El, et al.
Published: (2025)
Branch-Aware Quantum Constant Propagation for Dynamic Quantum Circuits
by: Fulginiti, Innocenzo, et al.
Published: (2026)
by: Fulginiti, Innocenzo, et al.
Published: (2026)
Quantum-Assisted Vehicle Routing: Realizing QAOA-based Approach on Gate-Based Quantum Computer
by: Azfar, Talha, et al.
Published: (2025)
by: Azfar, Talha, et al.
Published: (2025)
Towards Continuous-variable Quantum Neural Networks for Biomedical Imaging
by: Lopez, Daniel Alejandro, et al.
Published: (2025)
by: Lopez, Daniel Alejandro, et al.
Published: (2025)
An Analysis of Quantum Annealing Algorithms for Solving the Maximum Clique Problem
by: Gherardi, Alessandro, et al.
Published: (2024)
by: Gherardi, Alessandro, et al.
Published: (2024)
Quantum Serverless Paradigm and Application Development using the QFaaS Framework
by: Nguyen, Hoa T., et al.
Published: (2024)
by: Nguyen, Hoa T., et al.
Published: (2024)
Distributed Quantum Computation with Minimum Circuit Execution Time over Quantum Networks
by: Sundaram, Ranjani G, et al.
Published: (2024)
by: Sundaram, Ranjani G, et al.
Published: (2024)
Dynamic Hypergraph Partitioning of Quantum Circuits with Hybrid Execution
by: Sweeney, Shane, et al.
Published: (2025)
by: Sweeney, Shane, et al.
Published: (2025)
Universal Logical Quantum Photonic Neural Network Processor via Cavity-Assisted Interactions
by: Basani, Jasvith Raj, et al.
Published: (2024)
by: Basani, Jasvith Raj, et al.
Published: (2024)
Exploring Quantum Neural Networks for Demand Forecasting
by: de Jesus, Gleydson Fernandes, et al.
Published: (2024)
by: de Jesus, Gleydson Fernandes, et al.
Published: (2024)
Similar Items
-
FedQNN: Federated Learning using Quantum Neural Networks
by: Innan, Nouhaila, et al.
Published: (2024) -
Late Breaking Results: Hardware-Efficient Quantum Reservoir Computing via Quantized Readout
by: Pathak, Param, et al.
Published: (2026) -
Cutting is All You Need: Execution of Large-Scale Quantum Neural Networks on Limited-Qubit Devices
by: Marchisio, Alberto, et al.
Published: (2024) -
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
by: Dutta, Siddhant, et al.
Published: (2024) -
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
by: Innan, Nouhaila, et al.
Published: (2024)