 The study presents a method for classifying focal and non-focal EEG signals using entropy measures, which are extracted from intrinsic mode functions, IMFs, obtained through empirical mode decomposition, EMD. The proposed method achieves an average classification accuracy of 87% correct. This article was authored by Rajiv Sharma, Rambeela's Pakori and you Rajendra Acharya.