D

data-driven

Data-driven pipeline for identifying latent neural-motor governing equations from multimodal EEG, EMG, and kinematic recordings. Hankel delay embedding → SVD → DMD → SINDy. Validated across 108 sessions (WAY-EEG-GAL dataset). Application to stroke rehabilitation.

Python software for identifying dynamical systems and hidden patterns from time series data