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 11511175 of 1655 papers

TitleStatusHype
Subject Selection on a Riemannian Manifold for Unsupervised Cross-subject Seizure Detection0
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG0
Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices0
Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization0
Symptoms of depersonalisation/derealisation disorder as measured by brain electrical activity: A systematic review0
Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper0
Target-centered Subject Transfer Framework for EEG Data Augmentation0
Targeting EEG/LFP Synchrony with Neural Nets0
Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition0
Temporal Analysis of Functional Brain Connectivity for EEG-based Emotion Recognition0
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
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Benchmark Results

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