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 11611170 of 1655 papers

TitleStatusHype
Evaluation of techniques for predicting seizure Build up0
A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis0
Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface0
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP EventsCode0
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces0
White-Box Target Attack for EEG-Based BCI Regression Problems0
An automated approach for task evaluation using EEG signals0
Decoding of visual-related information from the human EEG using an end-to-end deep learning approach0
On the effects of pseudorandom and quantum-random number generators in soft computingCode0
Screening for REM Sleep Behaviour Disorder with Minimal SensorsCode0
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Benchmark Results

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