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courtois-neuromod

The Courtois Project on Neuronal Modelling

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The Courtois project on Neural Modelling (cneuromod) aims at training artificial neural networks using extensive experimental data on individual human brain activity and behaviour. Six subjects (three women, three men) are getting scanned weekly for five years, for a total of 500 hours of functional data per subject, including functional localizers (vision, language, memory, emotion), movies and video game play. Functional neuroimaging data are collected with both functional magnetic resonance imaging, magnetoencephalography and a variety of sensors (including electrodermal activity and occulometry).

The cneuromod project is funded by a donation of the Courtois foundation. Courtois NeuroMod data are freely shared with the scientific community to advance research at the interface of neuroscience and artificial intelligence. Access to to the data is based on a registered access model, requiring a short scientific project description and institutional signature of a data transfer agreement. An overview of the project is available on the cneuromod website and the technical documentation of the latest release is accessible here.

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  1. cneuromod cneuromod Public

    Courtois NeuroMod collection of raw datasets

    11 7

  2. cneuromod.ca cneuromod.ca Public

    Website of the CNeuroMod project

    HTML 1 2

  3. cneuromod_docs cneuromod_docs Public

    Documentation of the Courtois NeuroMod project

    HTML 6 11

  4. task_stimuli task_stimuli Public

    psychopy scripts for stimuli presentations

    Python 7 15

  5. cneuromod.processed cneuromod.processed Public

    Courtois NeuroMod collection of processed datasets

    1 4

Repositories

Showing 10 of 108 repositories
  • courtois-neuromod/cneuromax’s past year of commit activity
    Python 3 MIT 2 1 1 Updated Oct 10, 2024
  • shinobi_fmri Public

    fMRI analysis of the cneuromod.shinobi dataset

    courtois-neuromod/shinobi_fmri’s past year of commit activity
    Jupyter Notebook 0 MIT 0 1 0 Updated Oct 8, 2024
  • datalad Public Forked from datalad/datalad

    Keep code, data, containers under control with git and git-annex

    courtois-neuromod/datalad’s past year of commit activity
    Python 0 114 0 0 Updated Sep 24, 2024
  • autorl-sweepers Public Forked from facebookresearch/how-to-autorl

    Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to efficiently tune RL hyperparameters.

    courtois-neuromod/autorl-sweepers’s past year of commit activity
    Python 0 Apache-2.0 12 0 0 Updated Sep 11, 2024
  • task_stimuli Public

    psychopy scripts for stimuli presentations

    courtois-neuromod/task_stimuli’s past year of commit activity
    Python 7 MIT 15 12 8 Updated Sep 10, 2024
  • courtois-neuromod/BrainMaps_utils’s past year of commit activity
    Jupyter Notebook 0 GPL-2.0 0 0 0 Updated Sep 9, 2024
  • cneuromod-things Public

    Data, scripts and derivatives for the CNeuroMod-THINGS dataset

    courtois-neuromod/cneuromod-things’s past year of commit activity
    Jupyter Notebook 0 MIT 0 14 0 Updated Sep 6, 2024
  • courtois-neuromod/friends.stimuli’s past year of commit activity
    Shell 1 1 3 1 Updated Sep 3, 2024
  • ds_prep Public

    All the scripts to prepare the Courtois-Neuromod dataset

    courtois-neuromod/ds_prep’s past year of commit activity
    Python 1 3 2 4 Updated Aug 27, 2024
  • hydra Public Forked from facebookresearch/hydra

    Hydra is a framework for elegantly configuring complex applications

    courtois-neuromod/hydra’s past year of commit activity
    Python 0 MIT 664 0 1 Updated Aug 7, 2024

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