Stochastic shielding and edge importance for Markov chains with timescale separation.

Nerve cells produce electrical impulses ("spikes") through the coordinated opening and closing of ion channels. Markov processes with voltage-dependent transition rates capture the stochasticity of spike generation at the cost of complex, time-consuming simulations. Schmandt and Galán intr...

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Bibliographic Details
Main Authors: Deena R Schmidt, Roberto F Galán, Peter J Thomas
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-06-01
Series:PLoS Computational Biology
Online Access:https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1006206&type=printable
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