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 631640 of 1655 papers

TitleStatusHype
Chirp Localization via Fine-Tuned Transformer Model: A Proof-of-Concept Study0
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification0
Algoritmos de minería de datos en la industria sanitaria0
A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction0
Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics0
A penalized likelihood method for classification with matrix-valued predictors0
Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification0
Changes in Power and Information Flow in Resting-state EEG by Working Memory Process0
A Parametric Time Frequency-Conditional Granger Causality Method Using Ultra-regularized Orthogonal Least Squares and Multiwavelets for Dynamic Connectivity Analysis in EEGs0
ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning0
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Benchmark Results

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