Parameter and hidden-state inference in mean-field models from partial observations of finite-size neural networks

Irmantas Ratas, Kestutis Pyragas

We study large but finite neural networks that, in the thermodynamic limit, admit an exact low-dimensional mean-field description. We assume that the governing mean-field equations…