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 15411550 of 1655 papers

TitleStatusHype
Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition0
Brain Source Localization by Alternating Projection0
Brain-Supervised Image Editing0
Brain waves are a repetition of a pause and an activity0
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals0
Calibration of off-the-shelf low-cost wearable EEG headset for application in field studies0
Can Musical Emotion Be Quantified With Neural Jitter Or Shimmer? A Novel EEG Based Study With Hindustani Classical Music0
Canonical Polyadic Decomposition with Auxiliary Information for Brain Computer Interface0
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation0
Carbogen inhalation during Non-Convulsive Status Epilepticus: A quantitative analysis of EEG recordings0
Show:102550
← PrevPage 155 of 166Next →

Benchmark Results

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