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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

    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 8 16

  5. cneuromod.processed cneuromod.processed Public

    Courtois NeuroMod collection of processed datasets

    1 4

Repositories

Showing 10 of 119 repositories
  • cneuromax Public
    courtois-neuromod/cneuromax’s past year of commit activity
    Python 3 MIT 1 1 0 Updated Dec 25, 2024
  • things.behaviour Public

    Analyses of behavioural performance and fixation compliance for cneuromod-things task

    courtois-neuromod/things.behaviour’s past year of commit activity
    Python 0 0 0 0 Updated Dec 20, 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 21 0 Updated Dec 20, 2024
  • retinotopy.prf Public

    Population receptive field (pRF) localizer task for retinotopy metrics and low-level visual ROIs

    courtois-neuromod/retinotopy.prf’s past year of commit activity
    0 0 0 0 Updated Dec 20, 2024
  • floc.rois Public

    Visual ROIs derived from fLoc task in CNeuroMod subjects

    courtois-neuromod/floc.rois’s past year of commit activity
    Python 0 0 0 0 Updated Dec 20, 2024
  • things.stimuli Public

    Things dataset fMRI stimuli

    courtois-neuromod/things.stimuli’s past year of commit activity
    0 0 0 0 Updated Dec 19, 2024
  • anat.pycortex Public
    courtois-neuromod/anat.pycortex’s past year of commit activity
    0 0 0 0 Updated Dec 18, 2024
  • 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
    Python 0 MIT 0 0 0 Updated Dec 18, 2024
  • 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 Dec 17, 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 0 116 0 0 Updated Dec 16, 2024

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