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 11111120 of 1655 papers

TitleStatusHype
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the WildCode1
WISDoM: characterizing neurological timeseries with the Wishart distribution0
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications0
EEG fingerprinting: subject specific signature based on the aperiodic component of power spectrum0
Epileptic Seizure Detection and Classification using Time-Frequency Features in EEG Signals0
Using Double Contractions to Derive the Structure of Slice-Wise Multiplications of Tensors with Applications to Semi-Blind MIMO OFDM0
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models0
EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning0
Ensemble emotion recognizing with multiple modal physiological signals0
Deep Reinforcement Learning with Implicit Human Feedback0
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Benchmark Results

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