3 papers
quant-ph2026
A NISQ-Aware Hybrid Quantum-Classical Framework for Scalable Combinatorial Optimization
Haolong Ding, Mohan Wu, Yin Xu +1
Scalable combinatorial optimization under resource-constrained quantum hardware remains a fundamental challenge in the Noisy Intermediate-Scale Quantum (NISQ) era, due to the misma…
quant-ph2026
Quantum-Enhanced Recurrent Neural Networks via Variational Quantum Gating for Battery State of Health Prediction
Yin Xu, Qinglin Liu, Li Gao +1
Accurate state-of-health (SOH) estimation for lithium-ion batteries remains a challenging problem due to complex electrochemical degradation mechanisms and long-range temporal depe…
cs.NE2025
Efficient Synaptic Delay Implementation in Digital Event-Driven AI Accelerators
Roy Meijer, Paul Detterer, Amirreza Yousefzadeh +8
Synaptic delay parameterization of neural network models have remained largely unexplored but recent literature has been showing promising results, suggesting the delay parameteriz…