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Network inference from short, noisy, low time-resolution, partial measurements: Application to C. elegans neuronal calcium dynamics

Network link inference from measured time series data of the behavior of dynamically interacting network nodes is an important problem with wide-ranging applications, e.g., estimating synaptic connectivity among neurons from measurements of their calcium fluorescence. Network inference methods typic...

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Detalles Bibliográficos
Autores principales: Banerjee, Amitava, Chandra, Sarthak, Ott, Edward
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10041139/
https://www.ncbi.nlm.nih.gov/pubmed/36927154
http://dx.doi.org/10.1073/pnas.2216030120