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
Symptoms of depersonalisation/derealisation disorder as measured by brain electrical activity: A systematic review0
Assessing learned features of Deep Learning applied to EEG0
Automated Human Mind Reading Using EEG Signals for Seizure Detection0
Neural Network Based Epileptic EEG Detection and Classification0
EpilNet: A Novel Approach to IoT based Epileptic Seizure Prediction and Diagnosis System using Artificial Intelligence0
Application of Machine Learning to Sleep Stage Classification0
Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions0
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in NeuroimagingCode0
Detecting Dementia from Speech and Transcripts using Transformers0
Subject Adaptive EEG-based Visual RecognitionCode0
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Benchmark Results

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