On stationary distributions of stochastic neural networks

Konstantin Borovkov, Geoffrey Decrouez, Matthieu Gilson

The paper deals with non-linear Poisson neuron network models with bounded memory dynamics, that can include both Hebbian learning mechanisms and refractory periods. The state of a…