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 511520 of 1655 papers

TitleStatusHype
Brain Source Localization by Alternating Projection0
A Novel Independent RNN Approach to Classification of Seizures against Non-seizures0
Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization0
Deep Reinforcement Learning with Implicit Human Feedback0
Demo: Multi-Modal Seizure Prediction System0
Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition0
Localization of MEG and EEG Brain Signals by Alternating Projection0
A Novel Deep Learning Architecture for Decoding Imagined Speech from EEG0
Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals0
A novel convolutional neural network model to remove muscle artifacts from EEG0
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Benchmark Results

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