3 papers
math.ST2025
Separation rates for the detection of synchronization of interacting point processes in a mean field frame. Application to neuroscience
Josué Tchouanti, Ãva Löcherbach, Patricia Reynaud-Bouret +1
Permutation tests have been proposed by Albert et al. (2015) to detect dependence between point processes, modeling in particular spike trains, that is the time occurrences of acti…
physics.bio-ph2025
Mean-field analysis of a neural network with stochastic STDP
Pascal Helson, Etienne Tanré, Etienne Tanré +1
Analysing biological spiking neural network models with synaptic plasticity has proven to be challenging both theoretically and numerically. In a network with N all-to-all connecte…
cs.LG2025
Spiking Neural Models for Decision-Making Tasks with Learning
Sophie Jaffard, Giulia Mezzadri, Patricia Reynaud-Bouret +1
In cognition, response times and choices in decision-making tasks are commonly modeled using Drift Diffusion Models (DDMs), which describe the accumulation of evidence for a decisi…