2 papers
cs.LG2026
TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning
Fan Ma, Qier An, Peng Chen +6
Learning transferable representations for electroencephalography (EEG) remains challenging because EEG signals are inherently multi-channel and non-stationary. Channels observed at…
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…