Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function. - Wojciech Tarnowski; Piotr Warchol; Stanislaw Jastrzebski; Jacek Tabor; Maciej A. Nowak (AISTATS, 2019)

On the pros and cons of using temporal derivatives to assess brain functional connectivity. - Jeremi K. Ochab; Wojciech Tarnowski; Maciej A. Nowak; Dante R. Chialvo (NeuroImage, 2019)

From Synaptic Interactions to Collective Dynamics in Random Neuronal Networks Models: Critical Role of Eigenvectors and Transient Behavior. - Ewa Gudowska-Nowak; Maciej A. Nowak; Dante R. Chialvo; Jeremi K. Ochab; Wojciech Tarnowski (Neural Comput., 2020)