Laminar EEG-fMRI of Visual Features (Clausner et al.)
Frequency and Laminar Profile of Feature Specific and nonspecific Neural Activity in Human Visual Cortex Revealed by Interleaved EEG-fMRI
Submillimetre visual cortex fMRI with simultaneous EEG from healthy young adults viewing oriented gratings, collected to relate alpha and gamma oscillations to orientation-specific BOLD signals across cortical layers. Includes T1-weighted scans and receptive field mapping runs.
Overview
Simultaneous EEG and high-resolution fMRI of the human visual cortex, recorded at the Donders Institute in Nijmegen by Tommy Clausner, José Marques, René Scheeringa and Mathilde Bonnefond. Healthy adults watched gratings tilted left or right and reported rare wavy oddball patterns while EEG and submillimetre BOLD images were recorded in alternation. The authors related trial-by-trial alpha and gamma power to the BOLD signal in superficial, middle and deep layers of V1, V2 and V3. They report that gamma power goes with orientation-specific BOLD increases, while alpha splits into a general lower-frequency component and a feature-specific upper-frequency one. The collection sits in the Radboud Data Repository behind a data use agreement for bona fide researchers.
Composition
52 right-handed adults aged 18 to 35 (mean 24, SD 4), 34 of them female. None had a history of neurological or psychiatric illness or neurosurgery, and all could see without glasses. No participant was excluded. According to the paper, the deposit holds the raw EEG, fMRI and eye tracking data together with all derivatives. The repository lists a total size of about 1.6 TB.
Acquisition
One Siemens MAGNETOM Prismafit 3 T with a 64-channel head and neck coil. A 0.8 mm MPRAGE was acquired during a practice block. Functional images came from a 3D gradient-echo EPI with CAIPI acceleration over a coronal slab of occipital and parietal cortex, with 0.9 mm voxels, a volume TR of 3.3 s and a TE of 34 ms. In the four 14-minute task blocks a 3 s gap followed every three volumes so that EEG could be recorded free of gradient artefacts. Three 7-minute population receptive field mapping blocks used the same sequence without gaps. A short series with inverted flip angle was taken for distortion estimation. EEG came from a 64-channel MR-compatible Brain Products system at 5 kHz; electrode positions were measured by photogrammetry, and only the final sensor locations are shared. Eye movements were tracked with an EyeLink 1000 Plus.
Known limitations
- The fMRI slab covers only the occipital and parietal lobes.
- The eye tracking data were judged too poor to analyse.
- The sample is small, young and from one site.
- Access requires an account and acceptance of a scientific-use agreement; the data may not be passed on.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 52 subjects.
Sex
- Female 34 100%
Covers 34 of 52 subjects.
Results: first paragraph in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
Condition
Groups can overlap
- Healthy control 52 100%
Results: first paragraph in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
Scanner vendor
- Siemens Healthineers 52 100%
Materials and methods: Data acquisition in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
Country
- Netherlands 52 100%
Ethics statement in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
Age
mean 24 ± 4, range 18 to 35
No age bins reported.
Results: first paragraph in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
Contrast / sequence
Groups can overlap
- BOLD fMRI 52 100%
- T1-weighted 52 100%
Materials and methods: Experimental procedure, Materials and methods: Data acquisition in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
Field strength
- 3 T 52 100%
Materials and methods: Data acquisition in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | bold | Subjects with exactly this set |
|---|---|---|
52 |
Materials and methods: Experimental procedure in Clausner et al. 2026, Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI, eLife (version of record)
License and access
Our reading of the license, not legal advice. Before you use the data, read the original license and confirm that your use is allowed. We take no responsibility for how you use a dataset. Full disclaimer
Sign a data use agreement, often reviewed by the provider
Radboud University Data Use Agreement for Identifiable Human Data, Scientific Use
For bona fide researchers at bona fide research organisations, who accept the agreement when requesting access in the Radboud Data Repository. No re-identification, no sharing with anyone who has not been granted access themselves, and every presentation of results must acknowledge Radboud University.
The repository lists the collection as restricted access under the Radboud University data use agreement for identifiable human data, scientific use, version RU-HD-SU-1.0.
What you can do
- Not stated
- Not stated
- Not stated
- Yes
- Conditional
What you can share
- No
- Not stated
- Share trained models Not stated
What you must do
- Yes
- Share alike No
- Yes
- Conditional
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- Yes
- No
Citation
Clausner T, Marques JP, Scheeringa R, Bonnefond M. Frequency and Laminar Profile of Feature Specific and nonspecific Neural Activity in Human Visual Cortex Revealed by Interleaved EEG-fMRI. Radboud University, Version 1 (2026). doi:10.34973/w2z2-2c91. Paper: Clausner T, Marques JP, Scheeringa R, Bonnefond M. Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI. eLife (2026). doi:10.7554/eLife.108408
Sources
Every number on this page comes from one of these documents. Each chart names the table or page it is taken from. The raw numbers are in stats.csv.