What are the features of EEG signals?
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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)
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Ivan García
il 8 Gen 2021
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
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Zaid Alyasseri
il 11 Dic 2016
Look for this: https://en.wikipedia.org/wiki/Electroencephalography
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