Generalizable Finger Movement Decoding from Intracranial Recordings Across Static and Dynamic Actions
Eva Calvo Merino, Qiang Sun, Yihan Wu, Jiawei Liao, Yuxin Quan, Tao Chang, Lloyd Mulenga Mwibwe, Yanhui Liu, Qing Mao, Yuan Yang, Jiayuan He, Marc M. Van Hulle
This paper shows that BCIs can generalize across different finger movements by optimizing decoding pipelines, using high gamma features and linear models for better cross-task transfer.
bioRxiv · Mar 30, 2026 · PreprintNeuroscience