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Rehab Neural Engineering Labs

2 entries
September 2026

Synchron Stent Electrode Beats Scalp EEG per Channel in One ALS Patient

A participant with severe upper-limb paralysis caused by amyotrophic lateral sclerosis (ALS) wore an endovascular stent-electrode array and a scalp EEG cap at the same time, in the same session, while attempting ankle flexion and extension. Both recordings changed markedly during attempted movement, but the stent array showed stronger per-channel motor modulation and was unaffected by skull attenuation. Scalp EEG was more susceptible to eye blinks and jaw-muscle activity, while the stent array picked up prominent cardiac signals. Neither method reliably distinguished left from right ankle movement, leaving spatial localization an open problem.

Carnegie Mellon Team Strips ECG Noise From Stentrode, Keeps Motor Signals

Stentrode, an endovascular brain-computer interface, often picks up electrocardiogram (ECG) artifacts. Researchers at Carnegie Mellon University and colleagues found that conventional re-referencing schemes reduce ECG artifacts but also diminish beta-band activity linked to movement. They applied band-limited independent component analysis (BL-ICA) as a spatial filter to remove ECG artifacts while preserving motor features. The study appeared in Advanced Science.
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