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MRI Brain

Value-guided memory development fMRI (ds003499)

Developmental change in prefrontal cortex recruitment supports the emergence of value-guided memory

Brain fMRI of children, adolescents and adults learning item frequencies and then encoding and retrieving associations, collected to study how the use of learned value to guide memory develops. 90 participants aged 8 to 25 from NYU, multi-echo BOLD with T1w and T2w, in BIDS under CC0.

Overview

This OpenNeuro dataset comes from the Hartley Lab at New York University and was collected to study how children, adolescents and adults learn which information is worth remembering and use it to prioritize memory. In the scanner, participants first watched a stream of images in which some items repeated five times and others appeared once, then learned an associated item for each, and finally recalled the associations and reported how often each item had appeared. Item frequency signalled how many points a correct answer would earn. The results were published in eLife in 2021, and the data are shared as snapshot 1.0.1 under a CC0 waiver.

Composition

There are 90 right-handed participants aged 8 to 25: 30 children, 30 adolescents and 30 adults, 47 female and 43 male. Participants reported no diagnosed psychiatric or learning disorders. The participants table holds age in decimal years, sex and handedness. Each participant completed two blocks of the three tasks (frequency learning, associative encoding, retrieval) plus frequency reports, giving up to eight functional runs.

Acquisition

All scans were acquired on a 3 T Siemens Prisma with a 64-channel head coil at the NYU Center for Brain Imaging. Structural imaging includes a T1-weighted MPRAGE and a T2-weighted 3D turbo spin echo, both at 0.9 mm isotropic resolution. Functional runs use a multi-echo, multiband EPI sequence with four echoes, a 2 s TR and 3 mm isotropic voxels; each echo is stored as its own file with a single-band reference. Opposite phase-encoding EPI field maps and two short proton-density bias calibration scans are also included. Task event files are provided for every run.

Known limitations

  • Two participants have no T2-weighted scan, and five have fewer than eight functional runs.
  • Ten further participants who were scanned but excluded for motion or technical problems are not part of the release.
  • No derivatives or behavioural summary tables are included beyond the BIDS event files.

Cohort

Aggregate numbers from the sources below. Bars are relative to the 90 subjects.

Contrast / sequence

Groups can overlap

  • T1-weighted 90 100%
  • BOLD fMRI 90 100%
  • T2-weighted 88 98%

sub-*/anat/*_T1w.nii.gz, sub-*/anat/*_T2w.nii.gz, sub-*/func/*_bold.nii.gz in File tree of ds003499 snapshot 1.0.1 (CC0), NIfTI files counted per subject and BIDS suffix

Age

range 8 to 25.9

0
10
20
30
30
8-1213-1718-25

Materials and methods: Participants in Nussenbaum and Hartley 2021, Developmental change in prefrontal cortex recruitment supports the emergence of value-guided memory, eLife

Age by sex

Reported cross table. Missing cells were not published (fewer than 10 or not reported).

Female Male
  • 15
    18-25
    n/a
  • 16
    13-17
    n/a
  • 16
    8-12
    n/a

Materials and methods: Participants in Nussenbaum and Hartley 2021, Developmental change in prefrontal cortex recruitment supports the emergence of value-guided memory, eLife

Contrast combinations

How many subjects have exactly each set of contrasts.

T1wT2wboldSubjects with exactly this set
88
2

anat and func folders in File tree of ds003499 snapshot 1.0.1 (CC0), NIfTI files counted per subject and BIDS suffix

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

Access
Open download

Download without an account

Access page

Creative Commons Zero 1.0 Universal

Public domain dedication. Do anything with the data, including commercial use, without asking and without having to give credit.

dataset_description.json of snapshot 1.0.1 states "License" CC0.

Original license text Version read: 1.0 Checked 2026-10-07

What you can do

  • Yes
  • Yes
  • Yes
  • Yes
  • Yes

What you can share

  • Yes
  • Yes
  • Yes

What you must do

  • No
  • Share alike No
  • No
  • No
  • Manuscript review No
  • Release code No
  • Return results No
  • Delete after use No

Limits

  • No
  • Location limits No

Citation

Nussenbaum K, Hartley CA. Developmental change in prefrontal cortex recruitment supports the emergence of value-guided memory. eLife 10, e69796 (2021). doi:10.7554/eLife.69796

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.