Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI

Georgia Koppe, Hazem Toutounji, Peter Kirsch +2

A major tenet in theoretical neuroscience is that cognitive and behavioral processes are ultimately implemented in terms of the neural system dynamics. Accordingly, a major aim for…