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scutbci

Grouped Automatic Relevance Determination

by Tianyou Yu, Zhuliang Yu, Zhenghui Gu, and Yuanqing Li.

South China University of Technology

Citation

If you use the code in your research, please cite:

@article{Yu2015,
    author = {Tianyou Yu and Zhuliang Yu and Zhenghui Gu and Yuanqing Li},
    journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},
    title = {Grouped Automatic Relevance Determination and Its Application in Channel Selection for P300 BCIs},
    year = {2015},
    volume = {23},
    number = {6},
    pages = {1068-1077},
}

To run the code, you should

  1. Download the "Data set II in BCI Competition III (2005)" from the BCI competition website: http://www.bbci.de/competition/iii/.

  2. Edit file "saveFeature.m". Change the "datapath" variable according to your local settings. Run this script first.

  3. Run "mainTest1.m" to obtain the results.