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Extracting neuronal functional network dynamics via adaptive Granger causality analysis

Quantifying the functional relations between the nodes in a network based on local observations is a key challenge in studying complex systems. Most existing time series analysis techniques for this purpose provide static estimates of the network properties, pertain to stationary Gaussian data, or d...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Sheikhattar, Alireza, Miran, Sina, Liu, Ji, Fritz, Jonathan B., Shamma, Shihab A., Kanold, Patrick O., Babadi, Behtash
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5924897/
https://ncbi.nlm.nih.gov/pubmed/29632213
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1718154115
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