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 671680 of 1655 papers

TitleStatusHype
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging DataCode0
Deep Optimal Transport for Domain Adaptation on SPD ManifoldsCode0
Application of Common Spatial Patterns in Gravitational Waves Detection0
Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity0
EEG Based Emotion Sensing using convolutional neural networks0
Neural Network-Based Feature Extraction for Multi-Class Motor Imagery Classification0
Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter0
Adaptive Template Enhancement for Improved Person Recognition using Small Datasets0
DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis0
Brain-Supervised Image Editing0
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Benchmark Results

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