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 711720 of 1655 papers

TitleStatusHype
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction0
Multiscale Wavelet Transfer Entropy with Application to Corticomuscular Coupling Analysis0
Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst DetectionCode0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
Open and free EEG datasets for epilepsy diagnosisCode0
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices0
A SPA-based Manifold Learning Framework for Motor Imagery EEG Data Classification0
On the interpretation of linear Riemannian tangent space model parameters in M/EEGCode0
OpenSync: An opensource platform for synchronizing multiple measures in neuroscience experimentsCode0
EEG multipurpose eye blink detector using convolutional neural network0
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Benchmark Results

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