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 15911600 of 1655 papers

TitleStatusHype
Images from the Mind: BCI image evolution based on Rapid Serial Visual Presentation of polygon primitives0
Anomaly Detection and Removal Using Non-Stationary Gaussian Processes0
Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization0
Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification0
Tensor Analysis and Fusion of Multimodal Brain Images0
Head-related Impulse Response Cues for Spatial Auditory Brain-computer Interface0
Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks0
Exploring EEG for Object Detection and Retrieval0
Two-step Input Spatial Auditory BCI for Japanese Kana Characters0
Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices0
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Benchmark Results

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