NeuroAct: Advancing EEG Analysis and Decoding via Dual-Loop Autonomous Research.

arXiv:2610.25211v1 Announce Type: cross Abstract: EEG analysis and decoding underpin brain-computer interfaces, cognitive assessment, and sleep monitoring. Fixed pipelines and reward-driven search do not explicitly determine how signal structure, representatio