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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 571580 of 1655 papers

TitleStatusHype
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals0
Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)0
Differential EEG Characteristics during Working Memory Encoding and Re-encoding0
Differences in MEG and EEG power-law scaling explained by a coupling between spatial coherence and frequency: a simulation study0
Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling0
DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection0
Dimensionality reduction for time series data0
Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions0
Directional and Causal Information Flow in EEG for Assessing Perceived Audio Quality0
DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis0
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Benchmark Results

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