What are the features of EEG signals?

2 次查看(过去 30 天)
Can any one let me know how to extract features from EEG signals which will be used for classification of two events ( ex - right hand movement and left hand movement)
  1 个评论
Ivan García
Ivan García 2021-1-8
I am working with classification of people with ADHD using EEG signals, so I will answer you based on my work.
1.- Look for a dataset, where the desired labels come, (right-left move), exist some plase like:
mendeley dataset, UCI Machine Learning Repository, kaggle datset and so on.
2.-Look for previous work and the techniques they used to solve the problem, google Schoolar, Springer and so on.
2.-It is necessary to pre-process the data (filters, ICA), extract the most relevant characteristics (Continous Wavelet Transform among others).
3.- There are techniques that allow you to correctly classify SVM, LDA, ResNet and other techniques

请先登录,再进行评论。

回答(1 个)

Zaid Alyasseri
Zaid Alyasseri 2016-12-11
Look for this: https://en.wikipedia.org/wiki/Electroencephalography

类别

Help CenterFile Exchange 中查找有关 EEG/MEG/ECoG 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by