Tele Alert System for Epileptic Seizure on a Study of EEG Signal Classification by GBE-NLSVM Through ICA Preprocessed and AR Extracted Signal in a BCI System

2017 ◽  
Vol 46 (2) ◽  
pp. 20160271 ◽  
Author(s):  
R. Velumani ◽  
M. Vijayakumar ◽  
M. Ramasamy
Keyword(s):  
Epileptic Seizure ◽  
Signal Classification ◽  
Eeg Signal ◽  
Alert System ◽  
Eeg Signal Classification ◽  
Bci System

scholarly journals Eeg signal classification for epileptic seizure using MATLAB

2019 ◽  
Vol 8 (9) ◽  
pp. 1458-1461
Keyword(s):  
Epileptic Seizure ◽  
Neurological Disorder ◽  
Matrix Algebra ◽  
General Purpose ◽  
Signal Classification ◽  
Eeg Signal ◽  
Eeg Signals ◽  
Computer Aided ◽  
Eeg Signal Classification ◽  
The Brain

Epilepsy is explained as a group of neurological disorder which may be characterized by epileptic seizure within some consequence of unconstraints because of peculiar cortical nerve cell activities in the brain. The manual detection of this disorder by a neurologist is expensive and time consuming also and there may be some loss of accuracy because of fatigue, computer aided approach etc. This work has proposed a method which is highly efficient and gives accurate results over electroencephalogram signals for epilepsy. MATLAB is a very popular, powerful, general-purpose system or it can be said that it is an general purpose environment for matrix algebra calculations and many other more specific computations. It has various applications in Aerospace, Biology, Finance, data acquisition, etc. Here Matlab is used to classify the EEG signals over some parameters. Here a program is developed in MATLAB to check the condition of signal whether it is healthy or unhealthy

A Comprehensive Analysis on EEG Signal Classification on Human Brain

2021 ◽  
Author(s):  
Puranam Revanth Kumar ◽  
Sangeetha K ◽  
Rabi Narayan Satpathy ◽  
Sachi Nandan Mohanty
Keyword(s):  
Human Brain ◽  
Comprehensive Analysis ◽  
Signal Classification ◽  
Eeg Signal ◽  
Eeg Signal Classification
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