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 13811390 of 1655 papers

TitleStatusHype
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral FeaturesCode0
A large-scale evaluation framework for EEG deep learning architectures0
Denoising Time Series Data Using Asymmetric Generative Adversarial Networks0
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach0
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller0
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms0
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance0
Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary NoiseCode0
A Hierarchical Fuzzy System for an Advanced Driving Assistance System0
A Multi-Context Character Prediction Model for a Brain-Computer Interface0
Show:102550
← PrevPage 139 of 166Next →

Benchmark Results

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