期刊
ELECTRONICS
卷 12, 期 3, 页码 -出版社
MDPI
DOI: 10.3390/electronics12030604
关键词
brain-computer interfacing; neuroimaging; functional mapping; EEG; fMRI; MEG; fNIRS
This review examines the application of brain-computer interfacing in rehabilitation, neuro-prosthetics, and neurofeedback. By analyzing research and neuroimaging experiments, the functionally active areas of the brain in non-invasive brain-computer interfacing are identified. The paper also discusses the challenges and limitations of BCI and proposes ways to overcome security issues and design implementations.
Brain-computer interfacing has been applied in a range of domains including rehabilitation, neuro-prosthetics, and neurofeedback. Neuroimaging techniques provide insight into the structural and functional aspects of the brain. There is a need to identify, map and understand the various structural areas of the brain together with their functionally active roles for the accurate and efficient design of a brain-computer interface. In this review, the functionally active areas of the brain are reviewed by analyzing the research available in the literature on brain-computer interfacing in conjunction with neuroimaging experiments. This review first provides an overview of various approaches of brain-computer interfacing and basic components in the BCI system and then discuss active functional areas of the brain being utilized in non-invasive brain-computer interfacing performed with hemodynamic signals and electrophysiological recording-based signals. 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.
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