FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2613011013> ?p ?o ?g. }

• W2613011013 abstract "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 stimulus to the decision process. Here, we extend this Bayesian model further and allow inter-trial variability of two parameters following the extended version of the DDM. We derive parameter distributions for the Bayesian model and show that they lead to predictions that are qualitatively equivalent to those made by the extended drift-diffusion model (eDDM). Further, we demonstrate the usefulness of the extended Bayesian model (eBM) for the analysis of concrete behavioral data. Specifically, using Bayesian model selection, we find evidence that including additional inter-trial parameter variability provides for a better model, when the model is constrained by trial-wise stimulus features. This result is remarkable because it was derived using just 200 trials per condition, which is typically thought to be insufficient for identifying variability parameters in DDMs. In sum, we present a Bayesian analysis, which provides for a novel and promising analysis of perceptual decision making experiments." @default.
• W2613011013 created "2017-05-19" @default.
• W2613011013 creator A5013850547 @default.
• W2613011013 creator A5027273054 @default.
• W2613011013 creator A5029862073 @default.
• W2613011013 creator A5043151015 @default.
• W2613011013 creator A5086783446 @default.
• W2613011013 date "2017-05-11" @default.
• W2613011013 modified "2023-10-18" @default.
• W2613011013 title "A Bayesian Reformulation of the Extended Drift-Diffusion Model in Perceptual Decision Making" @default.
• W2613011013 cites W1513624053 @default.
• W2613011013 cites W1724086789 @default.
• W2613011013 cites W1899637700 @default.
• W2613011013 cites W1974336676 @default.
• W2613011013 cites W1980871601 @default.
• W2613011013 cites W1983818070 @default.
• W2613011013 cites W1993596844 @default.
• W2613011013 cites W1998151455 @default.
• W2613011013 cites W2002790098 @default.
• W2613011013 cites W2006388199 @default.
• W2613011013 cites W2014078425 @default.
• W2613011013 cites W2017106410 @default.
• W2613011013 cites W2017357931 @default.
• W2613011013 cites W2022330312 @default.
• W2613011013 cites W2022907434 @default.
• W2613011013 cites W2036174942 @default.
• W2613011013 cites W2037917209 @default.
• W2613011013 cites W2041952945 @default.
• W2613011013 cites W2044792210 @default.
• W2613011013 cites W2045968318 @default.
• W2613011013 cites W2048524988 @default.
• W2613011013 cites W2049657715 @default.
• W2613011013 cites W2056719047 @default.
• W2613011013 cites W2059473123 @default.
• W2613011013 cites W2063716754 @default.
• W2613011013 cites W2066931620 @default.
• W2613011013 cites W2076197111 @default.
• W2613011013 cites W2081364575 @default.
• W2613011013 cites W2085717195 @default.
• W2613011013 cites W2097233367 @default.
• W2613011013 cites W2098205603 @default.
• W2613011013 cites W2100476792 @default.
• W2613011013 cites W2100733433 @default.
• W2613011013 cites W2112591275 @default.
• W2613011013 cites W2115971452 @default.
• W2613011013 cites W2119885245 @default.
• W2613011013 cites W2124893433 @default.
• W2613011013 cites W2129641119 @default.
• W2613011013 cites W2135173838 @default.
• W2613011013 cites W2140929884 @default.
• W2613011013 cites W2144095870 @default.
• W2613011013 cites W2146267034 @default.
• W2613011013 cites W2148764920 @default.
• W2613011013 cites W2148916325 @default.
• W2613011013 cites W2150367061 @default.
• W2613011013 cites W2152437364 @default.
• W2613011013 cites W2161553018 @default.
• W2613011013 cites W2168132266 @default.
• W2613011013 cites W2168815228 @default.
• W2613011013 cites W2169134378 @default.
• W2613011013 cites W2192406135 @default.
• W2613011013 cites W2290798512 @default.
• W2613011013 doi "https://doi.org/10.3389/fncom.2017.00029" @default.
• W2613011013 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5425616" @default.
• W2613011013 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28553219" @default.
• W2613011013 hasPublicationYear "2017" @default.
• W2613011013 type Work @default.
• W2613011013 sameAs 2613011013 @default.
• W2613011013 citedByCount "19" @default.
• W2613011013 countsByYear W26130110132018 @default.
• W2613011013 countsByYear W26130110132019 @default.
• W2613011013 countsByYear W26130110132020 @default.
• W2613011013 countsByYear W26130110132021 @default.
• W2613011013 countsByYear W26130110132022 @default.
• W2613011013 countsByYear W26130110132023 @default.
• W2613011013 crossrefType "journal-article" @default.
• W2613011013 hasAuthorship W2613011013A5013850547 @default.
• W2613011013 hasAuthorship W2613011013A5027273054 @default.
• W2613011013 hasAuthorship W2613011013A5029862073 @default.
• W2613011013 hasAuthorship W2613011013A5043151015 @default.
• W2613011013 hasAuthorship W2613011013A5086783446 @default.
• W2613011013 hasBestOaLocation W26130110131 @default.
• W2613011013 hasConcept C101112237 @default.
• W2613011013 hasConcept C105795698 @default.
• W2613011013 hasConcept C107673813 @default.
• W2613011013 hasConcept C149782125 @default.
• W2613011013 hasConcept C154945302 @default.
• W2613011013 hasConcept C15744967 @default.
• W2613011013 hasConcept C160234255 @default.
• W2613011013 hasConcept C169760540 @default.
• W2613011013 hasConcept C26760741 @default.
• W2613011013 hasConcept C33923547 @default.
• W2613011013 hasConcept C41008148 @default.
• W2613011013 hasConceptScore W2613011013C101112237 @default.
• W2613011013 hasConceptScore W2613011013C105795698 @default.
• W2613011013 hasConceptScore W2613011013C107673813 @default.
• W2613011013 hasConceptScore W2613011013C149782125 @default.
• W2613011013 hasConceptScore W2613011013C154945302 @default.
• W2613011013 hasConceptScore W2613011013C15744967 @default.
• W2613011013 hasConceptScore W2613011013C160234255 @default.

• next