Epileptic Seizure Detection Based on Variational Mode Decomposition and Deep Forest Using EEG Signals

Epileptic Seizure Detection Based on Variational Mode Decomposition and Deep Forest Using EEG Signals

Electroencephalography (EEG) records the electrical activity of the brain, which is an important tool for the automatic detection of epileptic seizures. It is certainly a very heavy burden to only recognize EEG epilepsy manually, so the method of computer-assisted treatment is of great importance. T...

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Bibliographic Details
Main Authors: Xiang Liu, Juan Wang, Junliang Shang, Jinxing Liu, Lingyun Dai, Shasha Yuan
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Brain Sciences
Subjects:
electroencephalography
seizure detection
variational modal decomposition
log−Euclidean covariance matrix
deep forest
Online Access:https://www.mdpi.com/2076-3425/12/10/1275

Internet

https://www.mdpi.com/2076-3425/12/10/1275

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