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 12111220 of 1655 papers

TitleStatusHype
Towards Scalable Handwriting Communication via EEG Decoding and Latent Embedding Integration0
Towards the bio-personalization of music recommendation systems: A single-sensor EEG biomarker of subjective music preference0
Towards the Classification of Error-Related Potentials using Riemannian Geometry0
Towards Using EEG to Improve ASR Accuracy0
Toward the application of XAI methods in EEG-based systems0
Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG0
Tracking momentary attention fluctuations with an EEG-based cognitive brain-machine interface0
Training on the test set? An analysis of Spampinato et al. [arXiv:1609.00344]0
Traitement audiovisuel lors d'une t\^ache de discrimination syllabique : une \'etude EEG/IRMf simultan\'ee (Audiovisual processing in syllabic discrimination task: a simultaneous fMRI-EEG study) [in French]0
Transcranial low-level laser stimulation in near infrared-II region for brain safety and protection0
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Benchmark Results

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