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SINDy

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.

Dynamic Sequentially Thresholded Least Squares Optimizer For SINDy