README.md

---
license: mit
task_categories:
- feature-extraction
language:
- en
tags:
- biology
- medical
size_categories:
- n<1K
---
# Large-scale Electron Microscopy Imaging Dataset

This repository contains a large-scale electron microscopy (EM) imaging dataset used in the [TokenUnify paper](https://arxiv.org/pdf/2405.16847). The dataset includes raw EM imaging data from various species and brain regions.

## Dataset Information

- **Format**: HDF files
- **Species**: Mouse, Drosophila, Rat, and others
- **Content**: Brain imaging data from multiple brain regions

For more detailed information about the dataset, please refer to the [TokenUnify paper](https://arxiv.org/pdf/2405.16847).

## Access

To request access to this dataset, please contact us at [email protected]. In your email, please include:

1. Your full name
2. Your affiliation
3. Intended use of the dataset

We will review your application and respond as soon as possible.

## License
This dataset is provided for scientific research purposes only. Any form of redistribution or commercial use is strictly prohibited.

## Citation

If you use this dataset in your research, please cite our related papers:

```bibtex
@inproceedings{chen2023self,
  title={Self-supervised neuron segmentation with multi-agent reinforcement learning},
  author={Chen, Yinda and Huang, Wei and Zhou, Shenglong and Chen, Qi and Xiong, Zhiwei},
  booktitle={Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence},
  pages={609--617},
  year={2023}
}

@article{chen2024tokenunify,
  title={TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction},
  author={Chen, Yinda and Shi, Haoyuan and Liu, Xiaoyu and Shi, Te and Zhang, Ruobing and Liu, Dong and Xiong, Zhiwei and Wu, Feng},
  journal={arXiv preprint arXiv:2405.16847},
  year={2024}
}