Dimensional reduction in networks of non-Markovian spiking neurons: Equivalence of synaptic filtering and heterogeneous propagation delays.

Message passing between components of a distributed physical system is non-instantaneous and contributes to determine the time scales of the emerging collective dynamics. In biological neuron networks this is due in part to local synaptic filtering of exchanged spikes, and in part to the distributio...

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Bibliographic Details
Main Authors: Maurizio Mattia, Matteo Biggio, Andrea Galluzzi, Marco Storace
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-10-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1007404