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From point process observations to collective neural dynamics: Nonlinear Hawkes process GLMs, low-dimensional dynamics and coarse graining

This review presents a perspective on capturing collective dynamics in recorded neuronal ensembles based on multivariate point process models, inference of low-dimensional dynamics and coarse graining of spatiotemporal measurements. A general probabilistic framework for continuous time point process...

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Bibliografische gegevens
Gepubliceerd in:J Physiol Paris
Hoofdauteur: Truccolo, Wilson
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5610574/
https://ncbi.nlm.nih.gov/pubmed/28336305
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jphysparis.2017.02.004
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