Multivariate Bayesian Decoding of Multiple States

Multivariate Bayesian Decoding of Multiple States

Here we develop a novel Bayesian decoding approach that gains an advantage by modelling both the neuroimaging data and the encoded information (which can be classes or regressors such as behavioural measures) as depending on a common hidden brain states or features. [...]current multivariate approac...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:NeuroImage (Orlando, Fla.) Fla.), 2009-07, Vol.47, p.S145-S145
Hauptverfasser: Groves, AR, Hunt, LT, Behrens, TEJ, Woolrich, MW
Format: Artikel
Sprache:eng
Schlagworte:
Bayesian analysis
Medical imaging
Noise
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Here we develop a novel Bayesian decoding approach that gains an advantage by modelling both the neuroimaging data and the encoded information (which can be classes or regressors such as behavioural measures) as depending on a common hidden brain states or features. [...]current multivariate approaches do not allow for simultaneous decoding of multiple explanatory variables (EVs).
ISSN:1053-8119
1095-9572
DOI:10.1016/S1053-8119(09)71463-6