Jaxley: Differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics

Abstract Biophysiscal neuron models provide insights into cellular mechanisms underlying neural computations. However, a central challenge has been the question of how to identify the parameters of detailed biophysical models such that they match physiological measurements at scale or such that they... View More