SOTAVerified

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 251260 of 1655 papers

TitleStatusHype
Tuning to non-veridical features in attention and perceptual decision-making0
Investigating the role of visual experience with face-masks in face recognition during COVID-190
Approximately optimal domain adaptation with Fisher's Linear Discriminant0
Comparison and Analysis of Cognitive Load under 2D/3D Visual Stimuli0
Partial Label Learning for Emotion Recognition from EEGCode1
Score-Based Data Generation for EEG Spatial Covariance Matrices: Towards Boosting BCI PerformanceCode1
Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation0
Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage0
Novel Epileptic Seizure Detection Techniques and their Empirical Analysis0
Deep comparisons of Neural Networks from the EEGNet familyCode1
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Benchmark Results

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