However, the conditions in which the EEG system operates can present challenges in accurately capturing the low-voltage signals due to the use of amplification and signal processing techniques. 1.2. Brain–Computer Interface Fundamentals A brain–computer interface (BCI) is a direct communication ...
Current Status, Challenges, and Possible Solutions of EEG-Based Brain-Computer Interface: A Comprehensive Review. Front. Neurorobot. 2020, 14, 25. [Google Scholar] [CrossRef] Yadav, H.; Maini, S. Electroencephalogram Based Brain-Computer Interface: Applications, Challenges, and Opportunities. ...
Finally, the challenges and future directions of personalized BCIs are discussed. It is expected that this study will provide some useful ideas for innovative studies and practical applications of personalized BCIs. Keywords: personalized brain–computer interface (pBCI); specific BCI user; customized ...
Brain–computer interface technology is currently in a rapid development stage and has made many impressive achievements. However, the technology still faces many challenges, one of which is that the node displacements of lines in microelectrode arrays can directly affect the quality of signal transmiss...
Progress in Brain Computer Interface: Challenges and Opportunities. Front. Syst. Neurosci. 2021, 15, 578875. [Google Scholar] [CrossRef] Lu, H.; Eng, H.-L.; Guan, C.; Plataniotis, K.N.; Venetsanopoulos, A.N. Regularized common spatial pattern with aggregation for EEG classification in...
Lionakis, E.; Karampidis, K.; Papadourakis, G. Current Trends, Challenges, and Future Research Directions of Hybrid and Deep Learning Techniques for Motor Imagery Brain–Computer Interface.Multimodal Technol. Interact.2023,7, 95. https://doi.org/10.3390/mti7100095 ...
This paper also discusses various challenges and limitations in BCI becoming accessible to a novice user, including security issues in the BCI system, effective ways to overcome those issues, and design implementations. Keywords: brain–computer interfacing; neuroimaging; functional mapping; EEG; fMRI;...
EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges. Sensors 2019, 19, 1423. [Google Scholar] [CrossRef] [Green Version] Ahn, M.; Jun, S.C. Performance variation in motor imagery brain-computer interface: A brief review. J. Neurosci. Methods 2015, 243, 103...
Recent engineering and neuroscience applications have led to the development of brain–computer interface (BCI) systems that improve the quality of life of people with motor disabilities. In the same area, a significant number of studies have been conducted in identifying or classifying upper-limb mo...
Keywords: brain–computer interface;wireless transmission;Bluetooth;Wi-Fi