2 papers
cs.CV2021
Residual networks classify inputs based on their neural transient dynamics
Fereshteh Lagzi
We analyze the input-output behavior of residual networks from a dynamical system point of view by disentangling the residual dynamics from the output activities before the classif…
q-bio.NC2018
Bifurcation analysis of the dynamics of interacting populations of spiking networks
Fereshteh Lagzi, Fatihcan M. Atay, Stefan Rotter
We analyze the collective dynamics of hierarchically structured networks of densely connected spiking neurons. These networks of sub-networks may represent interactions between cel…