Dimensionality reduction and recurrence analysis reveal hidden structures of striatal pathological states

A pipeline is proposed here to describe different features to study brain microcircuits on a histological scale using multi-scale analyses, including the uniform manifold approximation and projection (UMAP) dimensional reduction technique and modularity algorithm to identify neuronal ensembles, Runs...

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Detalles Bibliográficos
Autores principales: Serrano-Reyes, Miguel, Pérez-Ortega, Jesús Esteban, García-Vilchis, Brisa, Laville, Antonio, Ortega, Aidán, Galarraga, Elvira, Bargas, Jose
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Systems Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9893717/
https://www.ncbi.nlm.nih.gov/pubmed/36741818
http://dx.doi.org/10.3389/fnsys.2022.975989

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9893717/
https://www.ncbi.nlm.nih.gov/pubmed/36741818
http://dx.doi.org/10.3389/fnsys.2022.975989

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