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 971980 of 1655 papers

TitleStatusHype
Prediction of Synchrostate Transitions in EEG Signals Using Markov Chain Models0
Prefrontal cortex functional connectivity based on simultaneous record of electrical and hemodynamic responses associated with mental stress0
Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction0
Preliminary Assessment of hands motor imagery in theta- and beta-bands for Brain-Machine-Interfaces using functional connectivity analysis0
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease0
PreMovNet: Pre-Movement EEG-based Hand Kinematics Estimation for Grasp and Lift task0
Pretraining Large Brain Language Model for Active BCI: Silent Speech0
Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices0
Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior0
Product semantics translation from brain activity via adversarial learning0
Show:102550
← PrevPage 98 of 166Next →

Benchmark Results

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