As there are several frequency bands associated with the EEG rhythms (e.g. alpha, beta, theta, delta, mu, gamma), I wonder do we need to analyze every band/rhythm or just some selective band(s) will be enough for BCI research, specially for Motor Imagery (MI) based BCI applications. Since every rhythm is associated with particular task/behavior that's why I suppose I don't need to analyze every bands. I would like to know what is the usual practice in BCI studies?

Thanks in advance! :)

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