What are the features of EEG signals?

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)

[Ivan García]

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

Answer 1

[Zaid Alyasseri]

Look for this: https://en.wikipedia.org/wiki/Electroencephalography