2 papers
cs.LG2026
Robust Neural Stimulation Response Modeling Through Meta-Learning and Pretraining
Matthew J Bryan, Daniel C Muir, Felix Schwock +2
Objective: Model-based closed-loop neural stimulation holds promise for therapeutic applications ranging from Parkinson's disease to sensory restoration, but deployment has been li…
q-bio.NC2022
Neural Co-Processors for Restoring Brain Function: Results from a Cortical Model of Grasping
Matthew J. Bryan, Linxing Preston Jiang, Rajesh P N Rao
Objective: A major challenge in designing closed-loop brain-computer interfaces is finding optimal stimulation patterns as a function of ongoing neural activity for different subje…