Learning Hybrid Biophysical Neuron Models with Neural ODEs

Jonas Beck, Michael Deistler, Dóra Viktória Molnár +2

Biophysical neuron models link measurements of neural activity to underlying cellular mechanisms. Yet, a central challenge is that the kinetics of many ion channels are poorly char…