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 901910 of 1655 papers

TitleStatusHype
Temporal EigenPAC for dyslexia diagnosis0
Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition0
Temporal stability of intracranial EEG abnormality maps for localising epileptogenic tissue0
Tensor Analysis and Fusion of Multimodal Brain Images0
Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia0
Tensor Decomposition for EEG Signal Retrieval0
Testing Hypotheses by Regularized Maximum Mean Discrepancy0
The Alice Datasets: fMRI \& EEG Observations of Natural Language Comprehension0
The Badalona Corpus - An Audio, Video and Neuro-Physiological Conversational Dataset0
Comparison and Analysis of Cognitive Load under 2D/3D Visual Stimuli0
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Benchmark Results

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