2 papers
cs.LG2026
Memory-Augmented Online Test-Time Adaptation for EEG Motor Imagery via Perturbation Consistency and Confidence Calibration
Kunkun Zhang, Kehao Wu, Zhitao Chen +2
Recently, electroencephalography (EEG)-based brain--computer interfaces (BCIs) have gained traction as portable neural measurement systems. However, the practical deployment of the…
q-bio.QM2026
Cross-Anesthetic ECoG State Decoding Fails at the Decision Threshold, Not the Representation
Kunkun Zhang, Qianwei Zhou
Decoders of anesthetic state from cortical activity fail across drug classes, most notoriously ketamine, but reported accuracy cannot say whether the neural representation or only…