how to classify eeg data

i have raw eeg data of left and right hand motor imagery. i did eeg signal processing using fft and wavelet tranform. i got a plot of delta,theta, alpha, beta ,gamma in power spectral density. now i want classify eeg data. how do i classify data and which classifier is best. if anyone has matlab code for classification of eeg data, please provide. i tried svm but i dont know how to create feature from from psd. kindly help me. thanks in advance.

5 Commenti

Classify into what ? For example are you attempting to distinguish "busy" from "resting"? Are you attempting to distinguish "turning a doorknob" from "opening a jar" ?
Star Strider
Star Strider il 9 Giu 2015
Start with a PubMed search.
ramandeep kaur
ramandeep kaur il 10 Giu 2015
hi walter robinson. i want to distinguish left hand motor imagery from right hand motor imagery. i can also go for classifying data busy from resting state. please help.
ramandeep kaur
ramandeep kaur il 10 Giu 2015
need to classify the result of above link. does anyone has classification code.

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il 9 Giu 2015

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il 10 Giu 2015

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