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Effective Reduced Diffusion-Models: A Data Driven Approach to the Analysis of Neuronal Dynamics

We introduce in this paper a new method for reducing neurodynamical data to an effective diffusion equation, either experimentally or using simulations of biophysically detailed models. The dimensionality of the data is first reduced to the first principal component, and then fitted by the stationar...

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Bibliografische gegevens
Hoofdauteurs: Deco, Gustavo, Martí, Daniel, Ledberg, Anders, Reig, Ramon, Sanchez Vives, Maria V.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science 2009
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2778141/
https://ncbi.nlm.nih.gov/pubmed/19997490
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1000587
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