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 15611570 of 1655 papers

TitleStatusHype
Online SSVEP-based BCI using Riemannian geometryCode1
Automatic Detection of Epileptiform Discharges in the EEG0
Identifying anatomical origins of coexisting oscillations in the cortical microcircuit0
Interpretable Deep Neural Networks for Single-Trial EEG Classification0
Detection of epileptic seizure in EEG signals using linear least squares preprocessing0
Blink Rate Variability during resting and reading sessions0
From Euclidean to Riemannian Means: Information Geometry for SSVEP ClassificationCode0
Analysis of Blink Rate Variability during reading and memory testing0
Review of analytical instruments for EEG analysis0
Multimodal Emotion Recognition Using Multimodal Deep Learning0
Show:102550
← PrevPage 157 of 166Next →

Benchmark Results

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