dc.contributor.author
Lahner, Benjamin
dc.contributor.author
Dwivedi, Kshitij
dc.contributor.author
Iamshchinina, Polina
dc.contributor.author
Graumann, Monika
dc.contributor.author
Lascelles, Alex
dc.contributor.author
Roig, Gemma
dc.contributor.author
Gifford, Alessandro Thomas
dc.contributor.author
Pan, Bowen
dc.contributor.author
Jin, SouYoung
dc.contributor.author
Cichy, Radoslaw
dc.date.accessioned
2024-09-11T09:00:13Z
dc.date.available
2024-09-11T09:00:13Z
dc.identifier.uri
https://refubium.fu-berlin.de/handle/fub188/44902
dc.identifier.uri
http://dx.doi.org/10.17169/refubium-44612
dc.description.abstract
Studying the neural basis of human dynamic visual perception requires extensive experimental data to evaluate the large swathes of functionally diverse brain neural networks driven by perceiving visual events. Here, we introduce the BOLD Moments Dataset (BMD), a repository of whole-brain fMRI responses to over 1000 short (3 s) naturalistic video clips of visual events across ten human subjects. We use the videos’ extensive metadata to show how the brain represents word- and sentence-level descriptions of visual events and identify correlates of video memorability scores extending into the parietal cortex. Furthermore, we reveal a match in hierarchical processing between cortical regions of interest and video-computable deep neural networks, and we showcase that BMD successfully captures temporal dynamics of visual events at second resolution. With its rich metadata, BMD offers new perspectives and accelerates research on the human brain basis of visual event perception.
en
dc.format.extent
26 Seiten
dc.rights.uri
https://creativecommons.org/licenses/by/4.0/
dc.subject
Neural encoding
en
dc.subject
Visual system
en
dc.subject.ddc
100 Philosophie und Psychologie::150 Psychologie::150 Psychologie
dc.title
Modeling short visual events through the BOLD moments video fMRI dataset and metadata
dc.type
Wissenschaftlicher Artikel
dcterms.bibliographicCitation.articlenumber
6241
dcterms.bibliographicCitation.doi
10.1038/s41467-024-50310-3
dcterms.bibliographicCitation.journaltitle
Nature Communications
dcterms.bibliographicCitation.number
1
dcterms.bibliographicCitation.volume
15
dcterms.bibliographicCitation.url
https://doi.org/10.1038/s41467-024-50310-3
refubium.affiliation
Erziehungswissenschaft und Psychologie
refubium.affiliation.other
Arbeitsbereich Neural Dynamics of Visual Cognition
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refubium.resourceType.isindependentpub
no
dcterms.accessRights.openaire
open access
dcterms.isPartOf.eissn
2041-1723
refubium.resourceType.provider
WoS-Alert