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 901925 of 1655 papers

TitleStatusHype
Temporal EigenPAC for dyslexia diagnosis0
Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition0
Temporal stability of intracranial EEG abnormality maps for localising epileptogenic tissue0
Tensor Analysis and Fusion of Multimodal Brain Images0
Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia0
Tensor Decomposition for EEG Signal Retrieval0
Testing Hypotheses by Regularized Maximum Mean Discrepancy0
The Alice Datasets: fMRI \& EEG Observations of Natural Language Comprehension0
The Badalona Corpus - An Audio, Video and Neuro-Physiological Conversational Dataset0
Comparison and Analysis of Cognitive Load under 2D/3D Visual Stimuli0
The Dreem Headband as an Alternative to Polysomnography for EEG Signal Acquisition and Sleep Staging0
Does Double Biofeedback Affect Functional Hemispheric Asymmetry and Activity? A Pilot Study0
The electronic board to replace the reference voltage on the earlobe for EEG measurement0
The evolution of AI approaches for motor imagery EEG-based BCIs0
The eyes know it: FakeET -- An Eye-tracking Database to Understand Deepfake Perception0
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
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Benchmark Results

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