A stochastic-field description of finite-size spiking neural networks.

Neural network dynamics are governed by the interaction of spiking neurons. Stochastic aspects of single-neuron dynamics propagate up to the network level and shape the dynamical and informational properties of the population. Mean-field models of population activity disregard the finite-size stocha...

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Bibliographic Details
Main Authors: Grégory Dumont, Alexandre Payeur, André Longtin
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-08-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5560761?pdf=render