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 11761200 of 1655 papers

TitleStatusHype
The interplay between long- and short-range temporal correlations shapes cortex dynamics across vigilance states0
The intrinsic value of HFO features as a biomarker of epileptic activity0
The iterative reweighted Mixed-Norm Estimate for spatio-temporal MEG/EEG source reconstruction0
The Language of Brain Signals: Natural Language Processing of Electroencephalography Reports0
The Little Prince in 26 Languages: Towards a Multilingual Neuro-Cognitive Corpus0
The Past, Current, and Future of Neonatal Intensive Care Units with Artificial Intelligence0
The role of physiological complexity changes in resting-state EEG in clinical effectiveness of rTMS and tDCS in treatments of resistant depression0
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks0
The "Sound of Silence" in EEG -- Cognitive voice activity detection0
The Spatial Selective Auditory Attention of Cochlear Implant Users in Different Conversational Sound Levels0
The Temple University Hospital Seizure Detection Corpus0
TIME-LAPSE: Learning to say “I don't know” through spatio-temporal uncertainty scoring0
Time Series Forecasting Using Manifold Learning0
Time Series Segmentation through Automatic Feature Learning0
To jump or not to jump: The Bereitschaftspotential required to jump into 192-meter abyss0
Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity0
Topological biomarkers for real-time detection of epileptic seizures0
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition0
Towards a Passive BCI to Induce Lucid Dream0
Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning0
Towards Best Practices for Leveraging Human Language Processing Signals for Natural Language Processing0
Towards Brain-Computer Interfaces for Drone Swarm Control0
Toward Scalable Access to Neurodevelopmental Screening: Insights, Implementation, and Challenges0
Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels0
Towards Deep Modeling of Music Semantics using EEG Regularizers0
Show:102550
← PrevPage 48 of 67Next →

Benchmark Results

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