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 711720 of 1655 papers

TitleStatusHype
A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction0
Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 20
EEG Classification based on Image Configuration in Social Anxiety Disorder0
Electrophysiological indicators of gesture perception0
Brain waves are a repetition of a pause and an activity0
EEG changes and motor deficits in Parkinson's disease patients: Correlation of motor scales and EEG power bands0
Emergence of Brain Rhythms: Model Interpretation of EEG Data0
EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity0
A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models0
EEG-based video identification using graph signal modeling and graph 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