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Designing optimal spatial filters for single-trial EEG classification in a movement task

Clinical Neurophysiology · 1999 · Vol. 110(5) · pp. 787–798

Johannes Müller-Gerking✉(Forschungszentrum Jülich)Gert Pfurtscheller(Graz University of Technology)Henrik Flyvbjerg

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EEG and Brain-Computer Interfaces Neural dynamics and brain function Blind Source Separation TechniquesElectroencephalographyBrain–computer interfaceComputer sciencePattern recognition (psychology)WeightingArtificial intelligenceSpatial filterTask (project management)Set (abstract data type)Speech recognition

MeSH terms

BrainBrain MappingElectroencephalographyHumansMovementPsychomotor PerformanceReaction TimeSpace Perception

Citations

848

FWCI

2.64

field-weighted impact

References

35

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References

An EEG-based brain-computer interface for cursor control

Electroencephalography and Clinical Neurophysiology · 1991 · 1,117 citations

Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest

Electroencephalography and Clinical Neurophysiology · 1992 · 990 citations

Spatial filter selection for EEG-based communication

Electroencephalography and Clinical Neurophysiology · 1997 · 932 citations

Evaluation of event-related desynchronization (ERD) preceding and following voluntary self-paced movement

Electroencephalography and Clinical Neurophysiology · 1979 · 755 citations

EEG-based discrimination between imagination of right and left hand movement

Electroencephalography and Clinical Neurophysiology · 1997 · 903 citations

Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials

Electroencephalography and Clinical Neurophysiology · 1988 · 3,172 citations

An on-line transformation of EEG scalp potentials into orthogonal source derivations

Electroencephalography and Clinical Neurophysiology · 1975 · 1,017 citations

The functional states of the thalamus and the associated neuronal interplay.

Physiological Reviews · 1988 · 1,740 citations

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