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
EEG-based Communication with a Predictive Text Algorithm0
EEG based Continuous Speech Recognition using Transformers0
A Change Dynamic Model for the Online Detection of Gradual Change0
EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training0
EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning0
EEG based Emotion Recognition: A Tutorial and Review0
EEG based Emotion Recognition of Image Stimuli0
Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies0
Detection of epileptic seizure in EEG signals using linear least squares preprocessing0
Novel Epileptic Seizure Detection Techniques and their Empirical Analysis0
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Benchmark Results

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