Brain-computer interfaces (BCIs) are at the forefront of a remarkable technological revolution that promises to transform the lives of individuals with disabilities.These advanced systems allow direct communication between the human brain and computers, opening up possibilities such as controlling prosthetic limbs and enabling speech generation for those unable to speak.