Extracting features from EEG dataset

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Hello everyone,

I am an Electrical Engineering student in my last year and currently working on my graduation project (detection the onset of epileptic seizures using CHB EEG data set), is there any MNE tutorial for extracting feature using wavelet transform?

Any help will be appreciated.
Thank you

Regards,
Manda

2

Hi Manda,

Please look at the following examples:

https://martinos.org/mne/stable/auto_examples/decoding/plot_decoding_csp_timefreq.html

Best

Sheraz

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Manda,

you can have a look at:

https://github.com/mne-tools/mne-features
https://mne-tools.github.io/mne-features/

and the paper for which we wrote this package:

https://hal.archives-ouvertes.fr/hal-01724272
https://sigport.org/documents/ensemble-learning-approach-detect-epileptic-seizures-long-intracranial-eeg-recordings

hope this helps
Alex