DWT-EMD Feature Level Fusion Based Approach over Multi and Single Channel EEG Signals for Seizure Detection

DWT-EMD Feature Level Fusion Based Approach over Multi and Single Channel EEG Signals for Seizure Detection

Brain Computer Interface technology enables a pathway for analyzing EEG signals for seizure detection. EEG signal decomposition, features extraction and machine learning techniques are more familiar in seizure detection. However, selecting decomposition technique and concatenation of their features...

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Bibliographic Details
Main Authors: Gopal Chandra Jana, Anupam Agrawal, Prasant Kumar Pattnaik, Mangal Sain
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Diagnostics
Subjects:
discrete wavelet transform
empirical mode decomposition
electroencephalogram
EEG classification
seizure detection
Online Access:https://www.mdpi.com/2075-4418/12/2/324

Internet

https://www.mdpi.com/2075-4418/12/2/324

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