Distributed synaptic weights in a LIF neural network and learning rules

Benoît Perthame, Delphine Salort, Gilles Wainrib

Leaky integrate-and-fire (LIF) models are mean-field limits, with a large number of neurons, used to describe neural networks. We consider inhomogeneous networks structured by a co…