The field of brain-computer interfaces (BCI) has seen significant growth in recent years, with the development of new machine learning techniques and EEG-based technologies. Here, we will explore some of the most recent research on BCI, specifically focusing on deep learning techniques, machine learning methods, and their applications in EEG-based…