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epileptic-seizure-detection-based-on-eeg-signals's Introduction

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
[email protected]
Please Run Code Main.m, the Software will run automatically and there is no need to run others code

Picture1

Schematic for detecting epileptic seizures

Discrete wavelet transform of EEG signal

Classification accuracy

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