97 citations · 144 across the 19 of their papers we have counts for
3 papers · 1 filter
Mean Field description of and propagation of chaos in recurrent multipopulation networks of Hodgkin-Huxley and Fitzhugh-Nagumo neurons
Javier Baladron, Diego Fasoli, Olivier Faugeras +1
We derive the mean-field equations arising as the limit of a network of interacting spiking neurons, as the number of neurons goes to infinity. The neurons belong to a fixed number…
Noise-induced behaviors in neural mean field dynamics
Jonathan Touboul, Geoffroy Hermann, Olivier Faugeras
The collective behavior of cortical neurons is strongly affected by the presence of noise at the level of individual cells. In order to study these phenomena in large-scale assembl…
Hebbian learning of recurrent connections: a geometrical perspective
Mathieu N. Galtier, Olivier D. Faugeras, Paul C. Bressloff
We show how a Hopfield network with modifiable recurrent connections undergoing slow Hebbian learning can extract the underlying geometry of an input space. First, we use a slow/fa…