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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 901910 of 1655 papers

TitleStatusHype
Novel EEG-based BCIs for Elderly Rehabilitation Enhancement0
Novel EEG based Schizophrenia Detection with IoMT Framework for Smart Healthcare0
Novel techniques for improving NNetEn entropy calculation for short and noisy time series0
Object classification from randomized EEG trials0
Objective evaluation metrics for automatic classification of EEG events0
Object Segmentation in Images using EEG Signals0
Occipital and left temporal EEG correlates of phenomenal consciousness0
Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression0
On Creating A Brain-To-Text Decoder0
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface0
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Benchmark Results

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