I. Introduction
Brain-Computer Interfacing (BCI) is a rapidly advancing technology where researchers are dedicated to establishing a direct link between the person mind and computers. BCI involves the collaboration of the brain with mechanical devices, integrating them seamlessly into the body's representation. Unlike traditional communication systems relying on peripheral nerves and muscles, Brain-Machine Interface (BMI) utilizes brain activity for direct control, command, actuation, and communication with the external world. While the human brain is a remarkable asset, the absence of a proper interface can impede its functionality. BCI addresses this gap, bridging the divide between humans and machines, opening the door to diverse applications.