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 621630 of 1655 papers

TitleStatusHype
A comparison of single-trial EEG classification and EEG-informed fMRI across three MR compatible EEG recording systems0
A Biologically Plausible Model for Rapid Natural Scene Identification0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data0
CLARA: Clinical Report Auto-completion0
Application of Common Spatial Patterns in Gravitational Waves Detection0
CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition0
A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition0
Chronic iEEG recordings and interictal spike rate reveal multiscale temporal modulations in seizure states0
Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction0
A-Phase classification using convolutional neural networks0
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Benchmark Results

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