IEEE Signal Processing Magazine · 2003 · 129 citations · 52 references
EngineeringBiomedical EngineeringElectrical EngineeringBiomedical Signal ProcessingHuman-computer InteractionNeural EngineeringBrain-computer InterfacesElectroencephalogram AnalysisElectroencephalogram Signal ProcessingElectroencephalographyNeural InterfacesNeural Signal ProcessingBrain-computer Interface Signal AcquisitionBrain-computer Interface Signal AnalysisBrain-computer Interface Signal ModelingBrain-computer Interface Signal ProcessingClassification Algorithms For Brain-computer InterfacesCommunication Signal ProcessingEeg Signal ProcessingElectroencephalography-based Brain-computer Interfaces
This article raises various issues in the design of an efficient BCI system in multimedia applications. The main focus is on one specific modality, namely an electroencephalography (EEG)-based BCI. In doing so, we provide an overview of the most recent progress achieved in this field, with an emphasis on signal processing aspects.
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Independent component analysis: algorithms and applications
Aapo Hyvärinen, Erkki Oja · Neural Networks · 2000 · 8.8K citations
Teuvo Kohonen · Proceedings of the IEEE · 1990 · 8.2K citations
Removing electroencephalographic artifacts by blind source separation
Tzyy‐Ping Jung, Scott Makeig, Colin Humphries et al. · Psychophysiology · 2000 · 3.2K citations