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Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis

NeuroImage · 2007 · Vol. 34(4) · pp. 1443–1449
Arnaud DelormeT. J. SejnowskiScott Makeig
Blind Source Separation TechniquesEEG and Brain-Computer InterfacesNeural dynamics and brain functionIndependent component analysisInfomaxArtifact (error)Computer sciencePattern recognition (psychology)ElectroencephalographyThresholdingArtificial intelligenceNoise (video)Blind signal separation

MeSH terms

AlgorithmsAutomationComputer SimulationElectroencephalographyHumansSensitivity and SpecificityReproducibility of Results

Funding

  • Institut national de recherche en informatique et en automatique (INRIA)
  • National Institutes of Health
Citations
1,771
FWCI
35.96
field-weighted impact
References
26
Percentile
100%
vs. same field & year
Citations per year
References
Mining event-related brain dynamics
Trends in Cognitive Sciences · 2004 · 1,509 citations
Independent component analysis: algorithms and applications
Neural Networks · 2000 · 8,703 citations
Spectrum estimation and harmonic analysis
Proceedings of the IEEE · 1982 · 4,398 citations
Advances in neural information processing systems 7
Computers & Mathematics with Applications · 1996 · 14,367 citations
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Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis · Scinovex