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 a new user to Brain-Score, our tutorials are a good place to get started.
Want to contribute to development? Please see our GitHub repositories and their developer docs, linked below.
- Brain-Score Vision [docs]: Evaluate computational models of brain function on their match to brain measurements in vision (human and non-human primate)
- Brain-Score Language [docs]: Evaluate computational models of brain function on their match to brain measurements in language
- Brain-Score Core [docs]: Infrastructure shared across domains, e.g. submission handling, plugin management, and evaluation
- Brain-Score Web [docs]: The Brain-Score website, www.brain-score.org
We’ve got a list of open issues in each of the above GitHub repositories; claim one or submit your own!
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Repositories
- vision Public
A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)
- language Public
Evaluate computational models on their alignment to behavioral and neural measurements in the domain of language
- brain-score.web Public
- core Public
- .github Public
- model-tools Public archive
Helper functions to extract model activations and translate from Machine Learning to Neuroscience
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