دورية أكاديمية
Single-trial fMRI activation maps measured during the InterTVA event-related voice localizer. A data set ready for inter-subject pattern analysis
| العنوان: | Single-trial fMRI activation maps measured during the InterTVA event-related voice localizer. A data set ready for inter-subject pattern analysis |
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| المؤلفون: | Virginia Aglieri, Bastien Cagna, Pascal Belin, Sylvain Takerkart |
| المصدر: | Data in Brief, Vol 29, Iss , Pp - (2020) |
| بيانات النشر: | Elsevier, 2020. |
| سنة النشر: | 2020 |
| المجموعة: | LCC:Computer applications to medicine. Medical informatics LCC:Science (General) |
| مصطلحات موضوعية: | Computer applications to medicine. Medical informatics, R858-859.7, Science (General), Q1-390 |
| الوصف: | Multivariate pattern analysis (MVPA) of functional neuroimaging data has emerged as a key tool for studying the cognitive architecture of the human brain. At the group level, we have recently demonstrated the advantages of an under-exploited scheme that consists in training a machine learning model on data from a set of subjects and evaluating its generalization ability on data from unseen subjects (see Inter-subject pattern analysis: A straightforward and powerful scheme for group-level MVPA [1]). We here provide a data set that is fully ready to perform inter-subject pattern analysis, which includes 5616 single-trial brain activation maps recorded in 39 participants who were scanned using functional magnetic resonance imaging (fMRI) with a voice localizer paradigm. This data set should therefore reveal valuable for data scientists developing brain decoding algorithms as well as cognitive neuroscientists interested in voice perception. Keywords: Functional magnetic resonance imaging (fMRI), Multivariate pattern analysis (MVPA), Inter-subject pattern analysis (ISPA), Voice perception, Voice localizer, Single-trial betas |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2352-3409 |
| العلاقة: | http://www.sciencedirect.com/science/article/pii/S2352340920300640Test; https://doaj.org/toc/2352-3409Test |
| DOI: | 10.1016/j.dib.2020.105170 |
| الوصول الحر: | https://doaj.org/article/f1e0de04a7e4425da03f319f86aba554Test |
| رقم الانضمام: | edsdoj.f1e0de04a7e4425da03f319f86aba554 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 23523409 |
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| DOI: | 10.1016/j.dib.2020.105170 |