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 10711080 of 1655 papers

TitleStatusHype
Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals0
Sensoring and Application of Multimodal Data for the Detection of Freezing of Gait in Parkinson's Disease0
Sequential Best-Arm Identification with Application to Brain-Computer Interface0
SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction0
Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving0
Siamese Neural Networks for EEG-based Brain-computer Interfaces0
Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus0
Significant changes in EEG neural oscillations during different phases of three-dimensional multiple object tracking task (3D-MOT) imply different roles for attention and working memory0
Significant Low-dimensional Spectral-temporal Features for Seizure Detection0
Simulated Eyeblink Artifact Removal with ICA: Effect of Measurement Uncertainty0
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Benchmark Results

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