Hello,
I am interested in learning how to process EEG data to use in clinical setting, I have a humble background in programming. I am a physician and I do not have much knowledge about the basic sciences of biosignals and signal processing. What would be a good resource to learn the important basics that will help me build my skills in EEG processing. Which software that allows me to import EEG data for analysis.
Waleed
It is a little bit tricky answer to your question without having any idea about your goal. Anyway, you can process EEG signals in Matlab. So you maybe need to have basic knowledge of Matlab. After frome there maybe it would be useful to take a look at some videos about the EEGLab module. It is just a start point I think.
First, you need to determine which pattern in EGG are you interested in such as P300 potential. You need some basic knowledge of linear algebra, signal processing, feature extraction, and classifiers of machine learning. I recommed you to read "Brain–Computer Interfaces: A Gentle Introduction" for general idea.
Hi,
first of all is important to preprocessing the EEG signals, for this reason you must improve your knowledge in EEG processing.
I recommend you to read:
Bigdely-Shamlo N, Mullen T, Kothe C, Su KM, Robbins KA. The PREP pipeline: standardized preprocessing for large-scale EEG analysis. Front Neuroinform. 2015 Jun 18;9:16. doi: 10.3389/fninf.2015.00016
Moreover, for the first step of analysis i suggest to try to analyze resting state EEG with a matlab toolbox with GUI as eeglab.
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