| ## Population Transformer |
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| 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)). |
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| Trained on Brain TreeBank ([paper](https://arxiv.org/pdf/2411.08343), [dataset](https://braintreebank.dev/)) |
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| ### 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}, |
| } |
| ``` |
|
|
