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Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network

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MFTCAN-KNR

Visitors This is the official source code repository of "Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network".

We provide the test data for running the model.

We provide the core algorithm and remove other contents for readability and easy to implement.

Run the main.py file.

If our work is helpful to you, please Star it and kindly Cite our paper as:

@article{wang2022continuous,
  title={Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network},
  author={Wang, Shurun and Tang, Hao and Gao, Lifu and Tan, Qi},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={26},
  number={11},
  pages={5461--5472},
  year={2022},
  publisher={IEEE}
}

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Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network

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