README.md

---
pipeline_tag: feature-extraction
---

## Population Transformer

Weights for pretrained Population Transformer ([paper](https://arxiv.org/abs/2406.03044), [website](https://glchau.github.io/population-transformer/), [code](https://github.com/czlwang/PopulationTransformer)) using pretrained BrainBERT stft model ([paper](https://arxiv.org/abs/2302.14367), [code](https://github.com/czlwang/BrainBERT)). 

Trained on Brain TreeBank ([paper](https://arxiv.org/pdf/2411.08343), [dataset](https://braintreebank.dev/))

### Cite:
```
@misc{chau2024populationtransformer,
        title={Population Transformer: Learning Population-level Representations of Neural Activity}, 
        author={Geeling Chau and Christopher Wang and Sabera Talukder and Vighnesh Subramaniam and Saraswati Soedarmadji and Yisong Yue and Boris Katz and Andrei Barbu},
        year={2024},
        eprint={2406.03044},
        archivePrefix={arXiv},
        primaryClass={cs.LG},
        url={https://arxiv.org/abs/2406.03044}, 
      }
```