README.md

metadata

license: mit
tags:
  - tactile
  - whiskers
size_categories:
  - 1M<n<10M

This is the ShapeNet whisking dataset used in our paper: https://arxiv.org/abs/2505.18361

• 110hz/ is the high-variation low-fidelity dataset
• 1000hz/ is the low-variation high-fidelity dataset
• models contains checkpoints for our two models with the best task/neural score

Citation

If you use this dataset in your work, please cite:

@misc{chung2025tactile,
      title={Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain}, 
      author={Trinity Chung and Yuchen Shen and Nathan C. L. Kong and Aran Nayebi},
      year={2025},
      eprint={2505.18361},
      archivePrefix={arXiv},
      primaryClass={q-bio.NC},
      url={https://arxiv.org/abs/2505.18361}, 
}

Contact

If you have any questions or encounter issues, feel free to contact Trinity.