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README.md
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<div align="center">
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<h1>TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge</h1>
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<p align="center">
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<a href="https://
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</p>
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**TinyMyo** is a **3.6M-parameter** Transformer-based **foundation model for surface EMG (sEMG)**.
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Please cite TinyMyo using:
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```bibtex
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```
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<div align="center">
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<img src="https://raw.githubusercontent.com/MatteoFasulo/BioFoundation/refs/heads/TinyMyo/docs/model/logo/TinyMyo_logo.png" alt="TinyMyo Logo" width="800" />
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<h1>TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge</h1>
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</div>
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<p align="center">
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<a href="https://github.com/pulp-bio/BioFoundation">
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<img src ="https://img.shields.io/github/stars/pulp-bio/BioFoundation?color=ccf" alt="Github">
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</a>
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<a href="https://creativecommons.org/licenses/by-nd/4.0/">
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<img src="https://img.shields.io/badge/License-CC_BY--ND_4.0-lightgrey.svg" alt="License">
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</a>
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<a href="https://arxiv.org/abs/2512.15729">
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<img src="https://img.shields.io/badge/arXiv-2512.15729-b31b1b.svg" alt="Paper">
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</a>
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</p>
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**TinyMyo** is a **3.6M-parameter** Transformer-based **foundation model for surface EMG (sEMG)**.
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Please cite TinyMyo using:
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```bibtex
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@misc{fasulo2025tinymyotinyfoundationmodel,
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title={TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge},
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author={Matteo Fasulo and Giusy Spacone and Thorir Mar Ingolfsson and Yawei Li and Luca Benini and Andrea Cossettini},
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year={2025},
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eprint={2512.15729},
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archivePrefix={arXiv},
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primaryClass={eess.SP},
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url={https://arxiv.org/abs/2512.15729},
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}
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```
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