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Summary: Electroencephalography (EEG) is a common and one of most widely used data collection techniques in the field of neuroscience to record human brain signals which have tremendous clinical and scientific importance. The analysis of the neural signals that is in the form of EEG recordings has assumed tremendous importance and is an active