A Bayesian Reformulation of the Extended Drift-Diffusion Model in Perceptual Decision Making

A Bayesian Reformulation of the Extended Drift-Diffusion Model in Perceptual Decision Making

Perceptual decision making can be described as a process of accumulating evidence to a bound which has been formalized within drift-diffusion models (DDMs). Recently, an equivalent Bayesian model has been proposed. In contrast to standard DDMs, this Bayesian model directly links information in the s...

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Bibliographic Details
Main Authors: Fard, Pouyan R., Park, Hame, Warkentin, Andrej, Kiebel, Stefan J., Bitzer, Sebastian
Other Authors: Frontiers ,
Format: Article
Language:English
Published: Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden 2017
Subjects:
perzeptuelle Entscheidungsfindung
Drift-Diffusionsmodell
Bayes-Modelle
Parameteranpassung
exakte Eingangsmodellierung
Modellvergleich
Single-Trial-Modelle
Technische Universität Dresden
Publikationsfonds
perceptual decision making
drift-diffusion model
Bayesian models
parameter fitting
exact input modeling
model comparison
single-trial models
Publishing Fund
ddc:610
rvk:XA 10000
Online Access:http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-230313
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-230313
http://www.qucosa.de/fileadmin/data/qucosa/documents/23031/fncom-11-00029%20%281%29.pdf

Internet

http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-230313
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-230313
http://www.qucosa.de/fileadmin/data/qucosa/documents/23031/fncom-11-00029%20%281%29.pdf

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