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Real-time neuroimaging and cognitive monitoring using wearable dry EEG

IEEE Transactions on Biomedical Engineering · 2015 · Vol. 62(11) · pp. 2553–2567
Tim MullenChristian KotheYu MikeAlejandro OjedaTrevor KerthScott MakeigTzyy‐Ping JungGert Cauwenberghs

Abstract

This paper is the first validated application of these methods to 64-channel dry EEG. This study addresses a need for robust real-time measurement and interpretation of complex brain activity in the dynamic environment of the wearable setting. Such advances can have broad impact in research, medicine, and brain-computer interfaces. The pipelines are made freely available in the open-source SIFT and BCILAB toolboxes.

EEG and Brain-Computer InterfacesFunctional Brain Connectivity StudiesNeural dynamics and brain functionNeuroimagingElectroencephalographyWearable computerCognitionComputer sciencePsychologyNeuroscienceEmbedded system

MeSH terms

AdultAlgorithmsBrainCognitionElectroencephalographyHumansMaleTask Performance and AnalysisYoung AdultNeuroimagingBrain-Computer Interfaces

Funding

  • Institut National de la Santé et de la Recherche Médicale
  • Army Research Laboratory
Citations
790
FWCI
14.85
field-weighted impact
References
73
Percentile
99%
vs. same field & year
Citations per year
References
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Source connectivity analysis with MEG and EEG
Human Brain Mapping · 2009 · 875 citations
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