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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 15211530 of 1655 papers

TitleStatusHype
Automatic sleep monitoring using ear-EEG0
A computational investigation of the relationships between single-neuron and network dynamics in the cerebral cortex0
EEG in the classroom: Synchronised neural recordings during video presentation0
Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces0
An EEG study of creativity in expert classical musicians0
Neural networks based EEG-Speech Models0
Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia0
A state-space model of cross-region dynamic connectivity in MEG/EEG0
Fusion of EEG and Musical Features in Continuous Music-emotion Recognition0
A framework to reconcile frequency scaling measurements, from intracellular recordings, local-field potentials, up to EEG and MEG signals0
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Benchmark Results

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