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 11311140 of 1655 papers

TitleStatusHype
Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals0
Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification0
Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection0
Knowledge extraction, modeling and formalization: EEG case study0
Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification0
Labeler-hot Detection of EEG Epileptic Transients0
La mie de pain n'est pas une amie: une \'etude EEG sur la perception de diff\'erences infra-phon\'emiques en situation de variations (Robustness of fine acoustic cues and Speech variability: a Mismatch Negativity study) [in French]0
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing0
Latent neural source recovery via transcoding of simultaneous EEG-fMRI0
Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network0
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Benchmark Results

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