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Welcome to Brain-Score! 🧠

The Brain-Score platform aims to yield strong computational models of the brain and mind. We enable researchers to quickly get a sense of the alignment of their model(s) to currently dozens of neural and behavioral measurements, and provide these models to experimentalists to prototype new experiments and make sense of biological data.

If you’re new to Brain-Score, our documentation and tutorials are a good place to get started.

Contribute

Want to contribute to development? We’ve got a list of open issues in each GitHub repository. Claim one or submit your own!

  • Brain-Score Vision: Evaluate computational models of brain function on their match to brain measurements in vision (human and non-human primate)
  • Brain-Score Language: Evaluate computational models of brain function on their match to brain measurements in language
  • Brain-Score Core: Infrastructure shared across domains, e.g. submission handling, plugin management, and evaluation
  • Brain-Score Web: The Brain-Score website, www.brain-score.org

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  1. vision vision Public

    A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)

    Jupyter Notebook 115 67

  2. language language Public

    Evaluate computational models on their alignment to behavioral and neural measurements in the domain of language

    Python 23 12

  3. core core Public

    Python 2 5

  4. brain-score.web brain-score.web Public

    CSS 2 5

Repositories

Showing 10 of 13 repositories
  • vision Public

    A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)

    brain-score/vision’s past year of commit activity
    Jupyter Notebook 115 MIT 67 88 (7 issues need help) 57 Updated Jul 13, 2024
  • brain-score/brain-score.web’s past year of commit activity
  • core Public
    brain-score/core’s past year of commit activity
    Python 2 MIT 5 20 1 Updated Jul 9, 2024
  • language Public

    Evaluate computational models on their alignment to behavioral and neural measurements in the domain of language

    brain-score/language’s past year of commit activity
    Python 23 MIT 12 39 14 Updated Jul 6, 2024
  • brainio Public

    Data management for quantitative comparison of brains and brain-inspired systems

    brain-score/brainio’s past year of commit activity
    Python 4 MIT 12 6 6 Updated Jul 3, 2024
  • model-tools Public archive

    Helper functions to extract model activations and translate from Machine Learning to Neuroscience

    brain-score/model-tools’s past year of commit activity
    Python 8 MIT 27 12 11 Updated Jan 4, 2024
  • .github Public
    brain-score/.github’s past year of commit activity
    0 0 0 0 Updated Dec 21, 2023
  • candidate_models Public archive

    Candidate Models to evaluate on Brain-Score benchmarks

    brain-score/candidate_models’s past year of commit activity
    Python 8 20 10 5 Updated Jan 10, 2023
  • sample-model-submission Public archive

    Template and examples for model submissions to Brain-Score

    brain-score/sample-model-submission’s past year of commit activity
    Python 6 12 10 2 Updated Mar 3, 2022
  • brainio_base Public archive

    data structures for BrainIO stimuli and data

    brain-score/brainio_base’s past year of commit activity
    Python 0 MIT 11 1 0 Updated Jul 9, 2021

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