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 16311640 of 1655 papers

TitleStatusHype
Sparse and Functional Principal Components AnalysisCode0
Frequency Recognition in SSVEP-based BCI using Multiset Canonical Correlation Analysis0
Energy Distribution of EEG Signals: EEG Signal Wavelet-Neural Network Classifier0
Transmodal Analysis of Neural Signals0
Classifying Single-Trial EEG during Motor Imagery with a Small Training Set0
Testing Hypotheses by Regularized Maximum Mean Discrepancy0
Metrics for Multivariate DictionariesCode0
Jitter-Adaptive Dictionary Learning - Application to Multi-Trial Neuroelectric Signals0
Transferring Subspaces Between Subjects in Brain-Computer Interfacing0
Decoding finger flexion from band-specific ECoG signals in humans0
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Benchmark Results

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