Online Bayesian Optimization of Nerve Stimulation
Lorenz Wernisch, Tristan Edwards, Antonin Berthon, Olivier Tessier-Lariviere, Elvijs Sarkans, Myrta Stoukidi, Pascal Fortier-Poisson, Max Pinkney, Michael Thornton, Catherine Hanley, Susannah Lee, Joel Jennings, Ben Appleton, Phillip Garsed, Bret Patterson, , Emil Hewage
This paper develops a Bayesian optimization framework for real-time neural stimulation parameter optimization, achieving personalized dosing with fewer stimulations and uncertainty-aware safety.
bioRxiv · Aug 30, 2023 · PreprintNeuroscience