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jaxley-retina

This repository contains a biophysical model of the outer retina using Jaxley as described in our paper. Updates in progress 🛠️

Installation

After cloning the repository, it can be installed via

pip install jaxley-retina

Data

Phototransduction cascade stimuli and recordings can be downloaded here. For further information see the related paper Chen et al. 2024.

Original glutamate release data can be downloaded here. This data was further processed and traces were selected for training the ribbon synapse model in the code in this repository.

License

MIT License

Citation

@article{kadhim2025data,
  title={A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations},
  author={Kadhim, Kyra L and Beck, Jonas and Huang, Ziwei and Macke, Jakob H and Rieke, Fred and Euler, Thomas and Deistler, Michael and Berens, Philipp},
  journal={bioRxiv},
  year={2025},
  publisher={Cold Spring Harbor Laboratory}
}

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A biophysical model of the outer retina using Jaxley

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