Brain-computer interfaces (BCIs) represent a revolutionary leap in neurotechnology, promising unprecedented ways for humans to interact with computers and their environments.These advanced systems allow users to control devices using nothing but their thoughts, paving the way for remarkable applications ranging from assisting individuals with disabilities to enabling seamless communication.