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Data-driven inference for stationary jump-diffusion processes with application to membrane voltage fluctuations in pyramidal neurons

The emergent activity of biological systems can often be represented as low-dimensional, Langevin-type stochastic differential equations. In certain systems, however, large and abrupt events occur and violate the assumptions of this approach. We address this situation here by providing a novel metho...

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Detalles Bibliográficos
Autores principales: Melanson, Alexandre, Longtin, André
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6660545/
https://www.ncbi.nlm.nih.gov/pubmed/31350644
http://dx.doi.org/10.1186/s13408-019-0074-3