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Several analyses methods have been investigated to accurately detect the P300 component. The P300 is the most prominent component that can be observed in the Event Related Potentials in EEG signals. It can be elicited in the brain as a person's reaction to a salient stimulus. The P300 signal has been used in different application such as lie detection and Brain-Computer Interface. In such applications, it is crucial to select an appropriate analysis technique that provides the most accuratedoi:10.30534/ijeter/2020/36822020 fatcat:pv5yceo6dbbu5aupwz7ubgfdq4