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BCI/NF real-time processing and classification pipeline

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NeuXus

NeuXus is a modular software written in Python that allows to easily create and execute pipelines in real time. NeuXus is specifically designed for BCI real-time processing and classification.

It offers a lot of possibilities, many basic functions are already implemented so that the first pipelines can be quickly created. For more specific functions, users can develop and use their own functions.

Installation

Basic use

NeuXus requires Python 3.7+, verify your Python version with:

python --version

Install NeuXus with:

pip install neuxus

Run

Run basic pipeline from NeuXus

neuxus basics/generate_send.py -e

Run your pipeline from NeuXus

neuxus path_to_my_pipeline.py

For more information, read the Documentation or the published paper

Citation

When using for your research, please cite:

@misc{vourvopoulos2020neuxus,
      title={NeuXus: A Biosignal Processing and Classification Pipeline for Real-Time Brain-Computer Interaction}, 
      author={Athanasios Vourvopoulos and Simon Legeay and Patricia Figueiredo},
      year={2020},
      eprint={2012.12794},
      archivePrefix={arXiv},
      primaryClass={cs.HC}
}

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  • Python 96.0%
  • MATLAB 4.0%