An Empirical Comparison of Information-Theoretic Criteria in Estimating the Number of Independent Components of fMRI Data

BACKGROUND: Independent Component Analysis (ICA) has been widely applied to the analysis of fMRI data. Accurate estimation of the number of independent components of fMRI data is critical to reduce over/under fitting. Although various methods based on Information Theoretic Criteria (ITC) have been u...

Descripción completa

Detalles Bibliográficos
Autores principales: Hui, Mingqi, Li, Juan, Wen, Xiaotong, Yao, Li, Long, Zhiying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3246467/
https://www.ncbi.nlm.nih.gov/pubmed/22216229
http://dx.doi.org/10.1371/journal.pone.0029274

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3246467/
https://www.ncbi.nlm.nih.gov/pubmed/22216229
http://dx.doi.org/10.1371/journal.pone.0029274

Ejemplares similares