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CNeuromod

Courtois project on neuronal modelling.

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

    12 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 12

  4. task_stimuli task_stimuli Public

    psychopy scripts for stimuli presentations

    Python 8 16

  5. cneuromod.processed cneuromod.processed Public

    Courtois NeuroMod collection of processed datasets

    1 4

Repositories

Showing 10 of 141 repositories
  • mario_learning.behavior Public

    Analysis of Super Mario Bros. scenes. This repo focuses on the analysis of scene annotations and relates them to the behavioral data from the mario dataset.

    courtois-neuromod/mario_learning.behavior’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 17, 2025
  • mario.stimuli Public
    courtois-neuromod/mario.stimuli’s past year of commit activity
    Python 0 1 1 0 Updated Apr 17, 2025
  • mario.scenes Public

    Splitting of SuperMarioBros. into scenes and annotating design patterns. This repo contains ressources describing the splitting of 23 SuperMarioBros. levels into smaller scenes approximating behavioral units. The code can then be used to annotate behavioral data acquired with gym-retro (.bk2 files) and fMRI data from the Courtois Neuromod project.

    courtois-neuromod/mario.scenes’s past year of commit activity
    Jupyter Notebook 0 MIT 0 8 0 Updated Apr 17, 2025
  • mario.replays Public
    courtois-neuromod/mario.replays’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Apr 17, 2025
  • cneuromax Public
    courtois-neuromod/cneuromax’s past year of commit activity
    Python 4 MIT 1 1 1 Updated Apr 14, 2025
  • 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 Apr 13, 2025
  • phantom_vlb Public

    A Vision-Language-Brain Model adapted from OpenVLA for the CNeuroMod Phantom project

    courtois-neuromod/phantom_vlb’s past year of commit activity
    Makefile 0 MIT 0 0 0 Updated Apr 11, 2025
  • mario_generalization Public

    Analysis code for the mario_generalization project, comparing within- and out-of-distribution generalization performance of brain encoding models during Super Mario Bros. gameplay.

    courtois-neuromod/mario_generalization’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Apr 9, 2025
  • cneuromod_docs Public

    Documentation of the Courtois NeuroMod project

    courtois-neuromod/cneuromod_docs’s past year of commit activity
    HTML 6 12 34 4 Updated Apr 9, 2025
  • courtois-neuromod/exploration_survey’s past year of commit activity
    Python 0 0 0 0 Updated Apr 3, 2025

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