Abstract: Electroencephalogram (EEG) signals from human brain have ground-breaking impact in the field of health care industry. EEG is one of the most actively used bio signal as measurement tool in Brain-Computer Interface (BCI) to implement “thoughts or intention” based human and machine interaction. In the medical field, EEG based interaction is also used for computer aided diagnosis for the patients and also to help in detecting emotions and body movements.