Advances in brain-computer interface based on high-frequency steady-state visual evoked potential.
10.7507/1001-5515.202205090
- Author:
Chenguang ZHENG
1
;
Yang LIU
1
;
Xiaolin XIAO
1
;
Xiaoyu ZHOU
2
;
Fangzhou XU
3
;
Minpeng XU
1
;
Dong MING
1
Author Information
1. Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, P. R. China.
2. School of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, P. R. China.
3. School of Electronic and Information Engineering, Qilu University of Technology, Jinan 250353, P. R. China.
- Publication Type:Journal Article
- Keywords:
Brain-computer interface;
High frequency;
Steady-state visual evoked potential
- MeSH:
Humans;
Brain-Computer Interfaces;
Evoked Potentials, Visual;
Algorithms
- From:
Journal of Biomedical Engineering
2023;40(1):155-162
- CountryChina
- Language:Chinese
-
Abstract:
Steady-state visual evoked potential (SSVEP) has been widely used in the research of brain-computer interface (BCI) system in recent years. The advantages of SSVEP-BCI system include high classification accuracy, fast information transform rate and strong anti-interference ability. Most of the traditional researches induce SSVEP responses in low and middle frequency bands as control signals. However, SSVEP in this frequency band may cause visual fatigue and even induce epilepsy in subjects. In contrast, high-frequency SSVEP-BCI provides a more comfortable and natural interaction despite its lower amplitude and weaker response. Therefore, it has been widely concerned by researchers in recent years. This paper summarized and analyzed the related research of high-frequency SSVEP-BCI in the past ten years from the aspects of paradigm and algorithm. Finally, the application prospect and development direction of high-frequency SSVEP were discussed and prospected.
