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TRCA and it variants: SSVEP Recognition

This code shows how to use the task-related component analysis (TRCA), the TRCA with reference signal (TRCA-R), and the modified TRCA (mTRCA) for SSVEP recognition.

Please refer the following papers for more details:

TRCA: Nakanishi, M., et al. (2017). Enhancing detection of SSVEPs for a high-speed brain speller using task-related component analysis. IEEE Transactions on Biomedical Engineering, 65(1), 104-112.

TRCA-R: Wong, C. M., et al. (2020). Spatial filtering in SSVEP-based BCIs: unified framework and new improvements. IEEE Transactions on Biomedical Engineering, 67(11), 3057-3072.

mTRCA: Tang, J. et al. Optimizing SSVEP-Based BCI System towards Practical High-Speed Spelling. Sensors 2020, 20, 4186.

This code is prepared by Chi Man Wong ([email protected])

Version:

27 July 2020 (v1.0): TRCA and TRCA-R

29 July 2020 (v1.1): Add mTRCA

Citation:

If you use this code for a publication, please cite the following paper:

@article{wong2020spatial,

title={Spatial Filtering in SSVEP-based BCIs: Unified Framework and New Improvements},

author={Wong,Chi Man and Wang, Boyu and Wang, Ze and Lao, Ka Fai and Rosa, Agostinho and Wan, Feng},

title={{S}patial {F}iltering in {SSVEP}-based {BCI}s: {U}nified {F}ramework and {N}ew {I}mprovements},

journal=IEEE Trans. Biomed. Eng.,

volume={67},

number={11},

pages={3057 --3072},

year={2020},

publisher={IEEE}

}

Feedback:

Please email me ([email protected]) if you find any mistakes and problems about it.

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