Efficient optimization of ODE neuron models using gradient descent

Ilenna Simone Jones, Konrad Paul Kording

Neuroscientists fit morphologically and biophysically detailed neuron simulations to physiological data, often using evolutionary algorithms. However, such gradient-free approaches…