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Electroencephalogram (EEG)

Electroencephalogram (EEG) is a method of recording brain activity using electrophysiological indexes. When the brain is active, a large number of postsynaptic potentials generated synchronously by neurons are formed after summation. It records the changes of electric waves during brain activity and is the overall reflection of the electrophysiological activities of brain nerve cells on the surface of cerebral cortex or scalp. Brain waves originate from the postsynaptic potential of the apical dendrites of pyramidal cells. The formation of synchronous rhythm of EEG is also related to the activity of nonspecific projection system of cortex and thalamus. EEG is the basic theoretical research of brain science. EEG monitoring is widely used in its clinical application.

Papers

Showing 10111020 of 1655 papers

TitleStatusHype
Reducing training requirements through evolutionary based dimension reduction and subject transfer0
Relate auditory speech to EEG by shallow-deep attention-based network0
Relating EEG recordings to speech using envelope tracking and the speech-FFR0
Relating EEG to continuous speech using deep neural networks: a review0
Relating the fundamental frequency of speech with EEG using a dilated convolutional network0
Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats0
Reliability and validity of TMS-EEG biomarkers0
Removal of Ocular Artifacts in EEG Using Deep Learning0
REPAC: Reliable estimation of phase-amplitude coupling in brain networks0
EPOC Emotiv EEG Basics0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BiHDMAccuracy74.35Unverified
2DGCNNAccuracy69.88Unverified
3DBNAccuracy66.77Unverified
#ModelMetricClaimedVerifiedStatus
1MultitaskSSVEPAccuracy (5-fold)92.2Unverified
#ModelMetricClaimedVerifiedStatus
1DBNAccuracy86.08Unverified