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

Repository to reproduce figures from Differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics by Deistler et al., 2024.

To reproduce the results, you have to also download the files from zenodo.

The code in this repository was written by the following authors:

• Michael Deistler (paper figures 1, 2, 3, 5)
• Kyra L Kadhim (paper figure 4)
• Matthijs Pals (paper figure 4)
• Jonas Beck (paper figure 3)
• Manuel Gloeckler (paper figure 2)
• Janne Lappalainen (paper figure 5)
• Cornelius Schröder (paper figure 2)