DiffScore

Paper: Differentiable Optimization of Similarity Scores Between Models and Brains

Installation

git clone https://github.com/nacloos/diffscore.git
cd diffscore
pip install .

Examples

See this notebook for how to use the package to compute the similarity between a task-optimized RNN and a neural dataset.

Citation

@misc{cloos2024differentiable,
      title={Differentiable Optimization of Similarity Scores Between Models and Brains}, 
      author={Nathan Cloos and Moufan Li and Markus Siegel and Scott L. Brincat and Earl K. Miller and Guangyu Robert Yang and Christopher J. Cueva},
      year={2024},
      eprint={2407.07059},
      archivePrefix={arXiv},
      primaryClass={q-bio.NC},
      url={https://arxiv.org/abs/2407.07059}, 
}