Epileptic Seizure Detection and Prediction in EEGs Using Power Spectra Density Parameterization

Epileptic Seizure Detection and Prediction in EEGs Using Power Spectra Density Parameterization

Power spectrum analysis is one of the effective tools for classifying epileptic signals based on electroencephalography (EEG) recordings. However, the conflation of periodic and aperiodic components within the EEG may presents an obstacle to epilepsy detection or prediction. In this paper, we explor...

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Bibliographic Details
Main Authors: Shan Liu, Jiang Wang, Shanshan Li, Lihui Cai
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Electroencephalography (EEG)
power spectral density (PSD)
parameterization
epileptic detection
epileptic prediction
Online Access:https://ieeexplore.ieee.org/document/10255642/

Internet

https://ieeexplore.ieee.org/document/10255642/

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