1 citations · 2 across the 4 of their papers we have counts for
5 papers
Generalization emerges from local optimization in a self-organized learning network
S. Barland, L. Gil
We design and analyze a new paradigm for building supervised learning networks, driven only by local optimization rules without relying on a global error function. Traditional neur…
Self adaptation of networks of non-identical pulse-coupled excitatory and inhibitory oscillators in the presence of distance-related delays to achieve frequency synchronisation
L. Gil
We show that a network of non-identical nodes, with excitable dynamics, pulse-coupled, with coupling delays depending on the Euclidean distance between nodes, is able to adapt the…
Optimally frequency synchronized networks of non identical Kuramoto oscillators
Lionel Gil
Based on a local greedy numerical algorithm, we compute the topology of weighted, directed, and of unlimited extension networks of non identical Kuramoto oscillators which simultan…
Noise driven broadening of the neural synchronisation transition in stage II retinal waves
Dora Matzakos-Karvouniari, Bruno Cessac, L. Gil
Based on a biophysical model of retinal Starburst Amacrine Cell (SAC) \cite{karvouniari-gil-etal:19} we analyse here the dynamics of retinal waves, arising during the visual system…
A biophysical model explains the spontaneous bursting behavior in the developing retina
Dora Matzakou-Karvouniari, Lionel Gil, Elaine Orendorff +3
During early development, waves of activity propagate across the retina and play a key role in the proper wiring of the early visual system. During the stage II these waves are tri…