Brain-Computer Interfaces (BCI) is a technology that enables direct communication between the human brain and external devices, such as computers or prosthetics. In recent decades, advancements in neurotechnology have transformed BCI from a science fiction concept into a promising reality. With applications ranging from healthcare to