2026
Learning Biophysical Models of Large-Scale Multineuronal Data To Enable Precise Neurostimulation
Amrith Lotlikar, Ian Tanoh, Praful Vasireddy, Andrew Lanpouthakoun, Michael A Sommeling, Ramandeep Vilkhu +6
ICML 2026spotlight
Multi-compartment Hodgkin–Huxley (HH) models provide a principled framework for predicting neural dynamics and responses to electrical stimulation. However, fitting HH biophysical parameters typically requires intracellular recordings, which are invasive and low-throughput, limiting the ability to c…