Research topic
Predicting movement from neural recordings with separate training and later-visit evaluation; prediction does not establish biological mechanism.
Independent educational guide. Not affiliated with or endorsed by the universities, professors or laboratories described here. This collection reflects the material currently mapped on Socratic Learn.
Human Motor Control and Neuromodulation Laboratory: linking quantitative movement measurements with implanted subthalamic local field potentials and neuromodulation to understand Parkinson’s disease and develop personalized adaptive therapies.
5 lessons · ~27 minutes
Explore the labRecommended through the concepts linked to this topic. Each lesson belongs to an existing learning series.
Decoding and Restoring Movement in Parkinson’s Disease
AI, gait, and the future of personalized neuromodulationInterpret neural and wearable gait biomarkers within their measurement limits.
Supports: Neural decoding
npj Digit Med 8:7 · 2025
Choi JW, Cui C, Wilkins KB, Bronte-Stewart HM
Why this matters: N2GNet estimated gait from implanted STN LFPs in 18 participants, with later-visit testing and stimulation OFF. Offline prediction is not proof of mechanism or a validated therapy controller.
DOI: 10.1038/s41746-024-01364-6