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 911920 of 1655 papers

TitleStatusHype
One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring0
One step closer to EEG based eye tracking0
Ongoing EEG artifact correction using blind source separation0
Online and Offline Domain Adaptation for Reducing BCI Calibration Effort0
Online functional connectivity analysis of large all-to-all networks0
Online LDA based brain-computer interface system to aid disabled people0
On The Effects Of Data Normalisation For Domain Adaptation On EEG Data0
On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing0
On the Existence of Synchrostates in Multichannel EEG Signals during Face-perception Tasks0
On the relation between EEG microstates and cross-spectra0
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Benchmark Results

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