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A comparison of fMRI and behavioral models for predicting inter-temporal choices

In an inter-temporal choice (IteCh) task, subjects are offered a smaller amount of money immediately or a larger amount at a later time point. Here, we are using trial-by-trial fMRI data from 363 recording sessions and machine learning in an attempt to build a classifier that would ideally outperfor...

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Principais autores: Felix G. Knorr, Philipp T. Neukam, Juliane H. Fröhner, Holger Mohr, Michael N. Smolka, Michael Marxen
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2020-05-01
Serier:NeuroImage
Fag:
Intertemporal choice
fMRI
SVM
MVPA
Prediction
Behavioral modeling
Online adgang:http://www.sciencedirect.com/science/article/pii/S105381192030121X
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