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Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis

IEEE Transactions on Biomedical Engineering · 2017 · Vol. 65(1) · pp. 104–112
Masaki NakanishiYijun WangXiaogang ChenYu-Te WangXiaorong GaoTzyy‐Ping Jung

Abstract

The high-speed SSVEP-based BCIs using the TRCA method have great potential for various applications in communication and control.

EEG and Brain-Computer InterfacesNeuroscience and Neural EngineeringNeural dynamics and brain functionComponent (thermodynamics)Task (project management)Computer scienceBrain–computer interfaceIndependent component analysisElectroencephalographyHuman–computer interactionSpeech recognitionArtificial intelligenceNeuroscience

MeSH terms

AdultAlgorithmsBrainElectroencephalographyEvoked Potentials, VisualFemaleHumansMaleSignal Processing, Computer-AssistedTask Performance and AnalysisYoung AdultBrain-Computer Interfaces

Funding

  • National Natural Science Foundation of China
  • Army Research Laboratory
Citations
789
FWCI
23.72
field-weighted impact
References
46
Percentile
100%
vs. same field & year
Citations per year
References
Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials
Electroencephalography and Clinical Neurophysiology · 1988 · 3,172 citations
Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs
IEEE Transactions on Biomedical Engineering · 2007 · 864 citations
The hybrid BCI
Frontiers in Neuroscience · 2010 · 616 citations
Design and implementation of a brain-computer interface with high transfer rates
IEEE Transactions on Biomedical Engineering · 2002 · 809 citations
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Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis · Scinovex