2 papers
cs.LG2026
Brain-Conditioned Action Policies for Neural Motor Decoding
Luyao Jin, Running Zhao, Huan Zhao +2
Motor brain-computer interfaces (BCIs) aim to decode motor intention, enabling people with paralysis to control external devices. Neural motor decoding typically learns task-specif…
cs.LG2026
NeuroPB: Scaling Neural Decoding with Pretrained Behavioral Representations
Luyao Jin, Yonghao Song, Huan Zhao +2
Decoding continuous motor trajectories from neural activity is essential for developing practical brain-computer interfaces (BCIs). However, current neural decoders are constrained…