7 citations · 15 across the 6 of their papers we have counts for
4 papers · 1 filter
A Palm Space Approach to Non-Linear Hawkes Processes
Philippe Robert, Gaëtan Vignoud
A Hawkes process on is a point process whose intensity function at time is a functional of its past activity before time . It is defined by its activation function …
Stochastic Models of Neural Plasticity: A Scaling Approach
Philippe Robert, Gaetan Vignoud
In neuroscience, synaptic plasticity refers to the set of mechanisms driving the dynamics of neuronal connections, called synapses and represented by a scalar value, the synaptic w…
Averaging Principles for Markovian Models of Plasticity
Philippe Robert, Gaetan Vignoud
Mathematical models of biological neural networks are associated to a rich and complex class of stochastic processes. In this paper, we consider a simple {\em plastic} neural netwo…
Stochastic Models of Neural Synaptic Plasticity
Philippe Robert, Gaetan Vignoud
In neuroscience, learning and memory are usually associated to long-term changes of neuronal connectivity. In this context, synaptic plasticity refers to the set of mechanisms driv…