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Update README.md
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mikeheddes authored Aug 15, 2023
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Expand Up @@ -93,6 +93,8 @@ Currently, the library supports the following HDC/VSA models:
- [Binary Spatter Codes (BSC)](https://torchhd.readthedocs.io/en/stable/generated/torchhd.BSCTensor.html)
- [Holographic Reduced Representations (HRR)](https://torchhd.readthedocs.io/en/stable/generated/torchhd.HRRTensor.html)
- [Fourier Holographic Reduced Representations (FHRR)](https://torchhd.readthedocs.io/en/stable/generated/torchhd.FHRRTensor.html)
- [Binary Sparse Block Codes (B-SBC)](https://torchhd.readthedocs.io/en/stable/generated/torchhd.BSBCTensor.html)
- [Vector-Derived Transformation Binding (VTB)](https://torchhd.readthedocs.io/en/stable/generated/torchhd.VTBTensor.html)

We welcome anyone to help with contributing more models to the library!

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## Cite

Consider citing [our paper](https://arxiv.org/abs/2205.09208) if you use Torchhd in your work:
Consider citing [our paper](https://jmlr.org/papers/v24/23-0300.html) published in the Journal of Machine Learning Research (JMLR) if you use Torchhd in your work:

```
@article{heddes2022torchhd,
title={Torchhd: An Open-Source Python Library to Support Hyperdimensional Computing Research},
author={Heddes, Mike and Nunes, Igor and Vergés, Pere and Desai, Dheyay and Givargis, Tony and Nicolau, Alexandru},
journal={arXiv preprint arXiv:2205.09208},
year={2022}
@article{JMLR:v24:23-0300,
author = {Mike Heddes and Igor Nunes and Pere Vergés and Denis Kleyko and Danny Abraham and Tony Givargis and Alexandru Nicolau and Alexander Veidenbaum},
title = {Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures},
journal = {Journal of Machine Learning Research},
year = {2023},
volume = {24},
number = {255},
pages = {1--10},
url = {http://jmlr.org/papers/v24/23-0300.html}
}
```

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