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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.

Pinned

  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 3

Repositories

Showing 10 of 107 repositories
  • courtois-neuromod/cneuromax’s past year of commit activity
    Python 2 MIT 1 3 2 Updated Jun 24, 2024
  • cneuromod-things Public

    Data, scripts and derivatives for the CNeuroMod-THINGS dataset

    courtois-neuromod/cneuromod-things’s past year of commit activity
    Makefile 0 MIT 0 0 1 Updated Jun 21, 2024
  • language_encoder Public

    Includes the modules regarding feature extraction, fmri-language alignment, brain encoding and visualisation after finetuning the LLMs of varying parameter size.

    courtois-neuromod/language_encoder’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jun 13, 2024
  • wandb-offline-sync-hook Public Forked from klieret/wandb-offline-sync-hook

    A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!

    courtois-neuromod/wandb-offline-sync-hook’s past year of commit activity
    Python 0 MIT 3 0 1 Updated Jun 4, 2024
  • mario3 Public
    courtois-neuromod/mario3’s past year of commit activity
    0 0 88 1 Updated May 31, 2024
  • actions-template Public Forked from templateflow/actions-template

    Maintains the github action workflows for templates

    courtois-neuromod/actions-template’s past year of commit activity
    Python 0 MIT 1 0 0 Updated May 31, 2024
  • courtois-neuromod/mariostars’s past year of commit activity
    0 0 42 1 Updated May 31, 2024
  • cneuromod Public

    Courtois NeuroMod collection of raw datasets

    courtois-neuromod/cneuromod’s past year of commit activity
    11 7 9 2 Updated May 31, 2024
  • mario Public
    courtois-neuromod/mario’s past year of commit activity
    0 0 4 1 Updated May 31, 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 May 31, 2024

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