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This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine learning techniques (MLP, SVM, KNN, and Bayesian)

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Wavelet epileptic-seizure EEG

This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine learning techniques (MLP, SVM, KNN, and Bayesian)
Fs = 256 Hz
File Name: chb01_26.edf
File Start Time: 12:34:22
File End Time: 13:13:07
Seizure Start Time: 1862 second
Seizure End Time: 1963 second
Presented by: Reza Saadatyar
Reza.Saadatyar92@gmail.com
Please Run Code Main.m, the Software will run automatically and there is no need to run others code

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Schematic for detecting epileptic seizures

Discrete wavelet transform of EEG signal

Classification accuracy

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This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine learning techniques (MLP, SVM, KNN, and Bayesian)

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