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---
title: Ultra high-field (7 T) multi-resolution fMRI data for orientation decoding in visual
cortex
persons:
- ayan-sengupta
- michael-hanke
- orcid:0000-0001-5840-5658
topics:
- naturalistic-stimulation
params:
graphRootNodePID: xyzrins:publications/9bbeb960-f3b3-4120-a3b6-101aabdc8fe4
sortkey: "2017-08-01Ultra high-field (7 T) multi-resolution fMRI data for orientation decoding in visual cortex"
pid: xyzrins:publications/9bbeb960-f3b3-4120-a3b6-101aabdc8fe4
doi: null
date: '2017-08-01'
title: Ultra high-field (7 T) multi-resolution fMRI data for orientation decoding
in visual cortex
description: "Multivariate pattern classification methods have been successfully applied\
\ to decode orientation of visual grating stimuli from BOLD fMRI activity recorded\
\ in human visual cortex (Kamitani and Tong, 2005; Haynes and Rees, 2005) [12],\
\ [10]. Though there has been extensive research investigating the true spatial\
\ scale of the orientation specific signals (Op de Beeck, 2010; Swisher et al.,\
\ 2010; Alink et al., 2013; Freeman et al., 2011, 2013) [2], [15], [1], [4], [5],\
\ it remained inconclusive what spatial acquisition resolution is required, or is\
\ optimal, for decoding analyses. The research article entitled \u201CThe effect\
\ of acquisition resolution on orientation decoding from V1 BOLD fMRI at 7 T\u201D\
\ Sengupta et al. (2017) [14] studied the effect of spatial acquisition resolution\
\ and also analyzed the strength and spatial scale of orientation discriminating\
\ signals. In this article, for the first time, we present empirical ultra high-field\
\ fMRI data, obtained as a part of the aforementioned study, which were recorded\
\ at four spatial resolutions (0.8 mm, 1.4 mm, 2 mm, and 3 mm isotropic voxel size)\
\ for orientation decoding in visual cortex. The dataset is compliant with the BIDS\
\ (Brain Imaging Data Structure) format, and freely available from the OpenfMRI\
\ portal (dataset accession number: http://openfmri.org/dataset/ds000113c ds000113c)."
kind: bibo:AcademicArticle
author:
- pid: xyzrins:persons/ayan-sengupta
given_name: Ayan
family_name: Sengupta
- pid: orcid:0000-0001-5840-5658
given_name: Stefan
family_name: Pollmann
- pid: xyzrins:persons/michael-hanke
given_name: Michael
family_name: Hanke
topic:
- pid: xyzrins:topics/naturalistic-stimulation
display_label: Naturalistic stimulation
---