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| 2024.04 | **A Sparse and Wide Neural Network Model for DNA Sequences** | SRNN | [link](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4806928) | [link](https://github.com/wiedersehne/SwanDNA) |
| 2024.03 | **Self-supervised learning for DNA sequences with circular dilated convolutional networks** | Neural Networks | [link](https://doi.org/10.1016/j.neunet.2023.12.002) | [link](https://github.com/wiedersehne/cdilDNA) |
| 2024.01 | **ProtHyena: A fast and efficient foundation protein language model at single amino acid Resolution** | bioRxiv | [link](https://doi.org/10.1101/2024.01.18.576206) | [link](https://github.com/ZHymLumine/ProtHyena) |
| 2023.06 | **HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution** | NeurIPS’23 | [link](https://proceedings.neurips.cc/paper_files/paper/2023/file/86ab6927ee4ae9bde4247793c46797c7-Paper-Conference.pdf) | [link](https://github.com/HazyResearch/hyenadna) |
| 2023.06 | **HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution** | NeurIPS’23 | [link](https://proceedings.neurips.cc/paper_files/paper/2023/file/86ab6927ee4ae9bde4247793c46797c7-Paper-Conference.pdf) | [link](https://github.com/HazyResearch/hyena-dna) |


## Basics of Sequence Modeling
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