The "Narratives" fMRI dataset for evaluating models of naturalistic language comprehension.

Autor:	Nastase SA; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA. sam.nastase@gmail.com., Liu YF; Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD, USA., Hillman H; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Zadbood A; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Hasenfratz L; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Keshavarzian N; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Chen J; Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD, USA., Honey CJ; Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD, USA., Yeshurun Y; School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel., Regev M; Montreal Neurological Institute, McGill University, Montreal, QC, Canada., Nguyen M; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Chang CHC; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Baldassano C; Department of Psychology, Columbia University, New York, NY, USA., Lositsky O; Department of Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, RI, USA., Simony E; Faculty of Electrical Engineering, Holon Institute of Technology, Holon, Israel.; Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel., Chow MA; DataCamp, Inc., New York, NY, USA., Leong YC; Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA., Brooks PP; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Micciche E; Peabody College, Vanderbilt University, Nashville, TN, USA., Choe G; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Goldstein A; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Vanderwal T; Department of Psychiatry, University of British Columbia, and BC Children's Hospital Research Institute, Vancouver, BC, Canada., Halchenko YO; Department of Psychological and Brain Sciences and Department of Computer Science, Dartmouth College, Hanover, NH, USA., Norman KA; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA., Hasson U; Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA.
Jazyk:	angličtina
Zdroj:	Scientific data [Sci Data] 2021 Sep 28; Vol. 8 (1), pp. 250. Date of Electronic Publication: 2021 Sep 28.
DOI:	10.1038/s41597-021-01033-3
Abstrakt:	The "Narratives" collection aggregates a variety of functional MRI datasets collected while human subjects listened to naturalistic spoken stories. The current release includes 345 subjects, 891 functional scans, and 27 diverse stories of varying duration totaling ~4.6 hours of unique stimuli (~43,000 words). This data collection is well-suited for naturalistic neuroimaging analysis, and is intended to serve as a benchmark for models of language and narrative comprehension. We provide standardized MRI data accompanied by rich metadata, preprocessed versions of the data ready for immediate use, and the spoken story stimuli with time-stamped phoneme- and word-level transcripts. All code and data are publicly available with full provenance in keeping with current best practices in transparent and reproducible neuroimaging. (© 2021. The Author(s).)
Databáze:	MEDLINE
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