53 citations · 98 across the 9 of their papers we have counts for
3 papers · 1 filter
Neuronal architecture extracts statistical temporal patterns
Sandra Nestler, Moritz Helias, Matthieu Gilson
Neuronal systems need to process temporal signals. We here show how higher-order temporal (co-)fluctuations can be employed to represent and process information. Concretely, we dem…
Entropy production of Multivariate Ornstein-Uhlenbeck processes correlates with consciousness levels in the human brain
Matthieu Gilson, Enzo Tagliazucchi, Rodrigo Cofre
Consciousness is supported by complex patterns of brain activity which are indicative of irreversible non-equilibrium dynamics. While the framework of stochastic thermodynamics has…
Propagation of spiking moments in linear Hawkes networks
Matthieu Gilson, Jean-Pascal Pfister
The present paper provides exact mathematical expressions for the high-order moments of spiking activity in a recurrently-connected network of linear Hawkes processes. It extends p…