arxivcs.HC2026-07-07
DS-MTNet:Structured Multi-Task EEG Decoding for Human-Machine Collaboration
Xinjia Yu, Yang Zhou, Jing Yang, Tielin Shi, Tao Cheng
Current human-machine collaboration (HMC) systems rely on environment-facing sensors to observe visible actions and scene states, but the internal perceptual, intention-related, and state-related processes of operators remain insufficiently integrated into machine perception. Ele…