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Switching state-space modeling of neural signal dynamics

Linear parametric state-space models are a ubiquitous tool for analyzing neural time series data, providing a way to characterize the underlying brain dynamics with much greater statistical efficiency than non-parametric data analysis approaches. However, neural time series data are frequently time-...

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Detalles Bibliográficos
Autores principales: He, Mingjian, Das, Proloy, Hotan, Gladia, Purdon, Patrick L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491408/
https://www.ncbi.nlm.nih.gov/pubmed/37639391
http://dx.doi.org/10.1371/journal.pcbi.1011395