<p>This Special Issue provides a forum for original high-quality research in Electroencephalography (EEG) signal pre-processing modelling and analysis in the time space frequency or time-frequency domains. It focuses particularly on the utilization of machine learning and deep learning techniques. The range of applications covers healthcare emotion motor imagery external stimulation mental workload and satisfaction.&nbsp;</p>