Search Results for author: Gianni V. Vinci

Found 2 papers, 0 papers with code

Self-consistent stochastic dynamics for finite-size networks of spiking neurons

no code implementations29 Dec 2021 Gianni V. Vinci, Roberto Benzi, Maurizio Mattia

Despite the huge number of neurons composing a brain network, ongoing activity of local cell assemblies composing cortical columns is intrinsically stochastic.

valid

A `Rosetta stone' for the population dynamics of spiking neuron networks

no code implementations5 Nov 2021 Gianni V. Vinci, Maurizio Mattia

Populations of spiking neuron models have densities of their microscopic variables (e. g., single-cell membrane potentials) whose evolution fully capture the collective dynamics of biological networks, even outside equilibrium.

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