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 941950 of 1655 papers

TitleStatusHype
Parametric Modeling of EEG Signals0
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding0
Patient-independent Epileptic Seizure Prediction using Deep Learning Models0
Patient Independent Interictal Epileptiform Discharge Detection0
Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording0
PDAML: A Pseudo Domain Adaptation Paradigm for Subject-independent EEG-based Emotion Recognition0
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods0
Performance and utility trade-off in interpretable sleep staging0
Performance of Dual-Augmented Lagrangian Method and Common Spatial Patterns applied in classification of Motor-Imagery BCI0
Periodic and non-periodic brainwaves emerging via random syncronization of closed loops of firing neurons0
Show:102550
← PrevPage 95 of 166Next →

Benchmark Results

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