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 14111420 of 1655 papers

TitleStatusHype
On the Variability of Chaos Indices in Sleep EEG Signals0
A Technique Based on Chaos for Brain Computer Interfacing0
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked PotentialsCode0
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown InputsCode0
A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET.0
Measuring Consciousness0
Multiclass Common Spatial Pattern for EEG based Brain Computer Interface with Adaptive Learning Classifier0
Directional and Causal Information Flow in EEG for Assessing Perceived Audio Quality0
Reduced integration and improved segregation of functional brain networks in Alzheimer's disease0
Multi-View Bayesian Correlated Component Analysis0
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Benchmark Results

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